Publications

Mahdi Alehdaghi, Arthur Josi, Rafael M. O. Cruz, Pourya Shamsolameli, Eric Granger. 2025 « Adaptive generation of privileged intermediate information for visible-infrared person re-identification ». IEEE Transactions on Information Forensics and Security
Farzad Beizaee, Gregory A. Lodygensky, Chris L. Adamson, Deanne K. Thompson, Jeanie L. Y. Cheong, Alicia J. Spittle, Peter J. Anderson, Christian Desrosiers, Jose Dolz. 2025 « Harmonizing flows: Leveraging normalizing flows for unsupervised and source-free MRI harmonization ». Medical Image Analysis vol. 101
Soufiane Belharbi, Shakeeb Murtaza, Marco Pedersoli, Ismail Ben Ayed, Luke McCaffrey, Eric Granger. 2025 « CoLo-CAM: Class activation mapping for object co-localization in weakly-labeled unconstrained videos ». Pattern Recognition vol. 162
Ahmad Chaddad, Yihang Wu, Yuchen Jiang, Ahmed Bouridane, Christian Desrosiers. 2025 « Simulations of common Unsupervised Domain Adaptation algorithms for image classification ». IEEE Transactions on Instrumentation and Measurement vol. 74
Bruna Rossetto Delazeri, Andre Gustavo Hochuli, Jean Paul Barddal, Alessandro Lameiras Koerich, Alceu de Souza Britto. 2025 « Representation ensemble learning applied to facial expression recognition ». Neural Computing and Applications vol. 37 , nº 1. p. 417-438
Cristiano Mesquita Garcia, Alessandro Lameiras Koerich, Alceu de Souza Britto, Jean Paul Barddal. 2025 « Improving sampling methods for fine-tuning SentenceBERT in text streams ». Pattern Recognition : 27th International Conference, ICPR 2024, Proceedings, Part XIX (Kolkata, India, Dec. 01-05, 2024) Springer
Bernardo B. Gatto, Marco A. F. Mollinetti, Eulanda M. dos Santos, Alessandro L. Koerich, Waldir S. da Silva Junior. 2025 « A novel genetic algorithm approach for discriminative subspace optimization ». Intelligent Systems : 34th Brazilian Conference, BRACIS 2024, Proceedings, Part I (Belém do Pará, Brazil, Nov. 17-21, 2024) Springer
Linlin Hou, Zishen Yan, Christian Desrosiers, Hui Liu. 2025 « MFCPNet: Real time medical image segmentation network via multi-scale feature fusion and channel pruning ». Biomedical Signal Processing and Control vol. 100 , nº Part B
Israel A. Laurensi, Alceu de Souza Britto Jr, Jean Paul Barddal, Alessandro Lameiras Koerich. 2025 « Alleviating catastrophic forgetting in facial expression recognition with emotion-centered models ». Pattern Recognition : 27th International Conference, ICPR 2024, Proceedings, Part IX (Kolkata, India, Dec. 01-05, 2024) Springer
Heitor Rapela Medeiros, Masih Aminbeidokhti, Fidel Alejandro Guerrero Peña, David Latortue, Eric Granger, Marco Pedersoli. 2025 « Modality translation for object detection adaptation without forgetting prior knowledge ». Computer Vision – ECCV 2024 : 18th European Conference 2024, Proceedings, Part LXXXIX (Milan, Italy, Sept. 29-Oct. 04, 2024) Springer
Balamurali Murugesan, Sukesh Adiga Vasudeva, Bingyuan Liu, Herve Lombaert, Ismail Ben Ayed, Jose Dolz. 2025 « Neighbor-aware calibration of segmentation networks with penalty-based constraints ». Medical Image Analysis vol. 101
Balamurali Murugesan, Julio Silva-Rodríguez, Ismail ben Ayed, Jose Dolz. 2025 « Robust calibration of large vision-language adapters ». Computer Vision – ECCV 2024 : 18th European Conference, 2024, Proceedings, Part XXI (Milan, Italy, Sept. 29-Oct. 04, 2024) Springer
Mohd. Rizwan Shaikh, Mohamad Forouzanfar. 2025 « Dual-stream CNN-LSTM architecture for cuffless blood pressure estimation from PPG and ECG signals: A PulseDB study ». IEEE Sensors Journal vol. 25 , nº 2. p. 4006-4014
Pourya Shamsolmoali, Masoumeh Zareapoor, Swagatam Das, Eric Granger, Salvador Garcia. 2025 « Hybrid Gromov-Wasserstein embedding for capsule learning ». IEEE Transactions on Neural Networks and Learning Systems vol. 36 , nº 2. p. 2480-2494
Julio Silva-Rodríguez, Hadi Chakor, Riadh Kobbi, Jose Dolz, Ismail Ben Ayed. 2025 « A Foundation Language-Image Model of the Retina (FLAIR): Encoding expert knowledge in text supervision ». Medical Image Analysis vol. 99
Yihang Wu, Ahmad Chaddad, Christian Desrosiers, Tareef Daqqaq, Reem Kateb. 2025 « FAA-CLIP: Federated Adversarial Adaptation of CLIP ». IEEE Internet of Things Journal
Kecia Gomes de Moura, Rafael Menelau O. Cruz, Robert Sabourin. 2025 « Offline handwritten signature verification using a stream-based approach ». Pattern Recognition : 27th International Conference, ICPR 2024, Proceedings, Part XXXI (Kolkata, India, Dec. 01-05, 2024) Springer

Sukesh Adiga V, Jose Dolz, Herve Lombaert. 2024 « Anatomically-aware uncertainty for semi-supervised image segmentation ». Medical Image Analysis vol. 91
Mahsa Alidadi, Maryam Mohebbi, Mohamad Forouzanfar. 2024 « Blood pressure estimation based on the timing of the arterial reflected waves by oscillometric pulse wave decomposition ». IEEE Journal of Biomedical and Health Informatics vol. 28 , nº 11. p. 6653-6660
Muhammad Haseeb Aslam, Muhammad Osama Zeeshan, Soufiane Belharbi, Marco Pedersoli, Alessandro Lameiras Koerich, Simon Bacon, Eric Granger. 2024 « Distilling privileged multimodal information for expression recognition using optimal transport ». IEEE 18th International Conference on Automatic Face and Gesture Recognition (FG) (Istanbul, Turkey, May 27-31, 2024) Institute of Electrical and Electronics Engineers
Juscimara G. Avelino, George D. C. Cavalcanti, Rafael M. O. Cruz. 2024 « Resampling strategies for imbalanced regression: a survey and empirical analysis ». Artificial Intelligence Review vol. 57 , nº 4
Mohammad Hasan Azad, Rebecca Robillard, Chloe Leveille, David Smith, Jean-Marc Lina, Caitlin Higginson, Mohamad Forouzanfar. 2024 « Brain-heart coherence in insomnia disorder ». Journal of Sleep Research vol. 33 , nº S1. p. P654
Soufiane Belharbi, Marco Pedersoli, Alessandro Lameiras Koerich, Simon Bacon, Eric Granger. 2024 « Guided interpretable facial expression recognition via spatial action unit cues ». IEEE 18th International Conference on Automatic Face and Gesture Recognition (FG) (Istanbul, Turkey, May 27-31, 2024)
Ahmad Chaddad, Yihang Wu, Christian Desrosiers. 2024 « Federated learning for healthcare applications ». IEEE Internet of Things Journal vol. 11 , nº 5. p. 7339-7358
Hadi Chakor, Waziha Kabir, Riadh Kobbi, Jihed Chelbi, Marc-André Racine, Julio Silva-Rodríguez, Balamurali Murugesan, Jose Dolz, Ismail Ben Ayed. 2024 « AI-assisted automated screening of retinal anomalies in OCT Images: A deep learning approach ». Investigative Ophthalmology & Visual Science vol. 65 , nº 7
H. Chakor Dj, W. Kabir, R. Kobbi, J. Chelbi, M. A. Racine, J. St-Jacques, D. Schwirtz, L. Madteossian, J. Dolz, I. Ben Ayed. 2024 « An AI-assisted system for classification and triage of diabetic retinopathy (DR) by using real-world fundus images ». Diabetes Research and Clinical Practice vol. 209 , nº Suppl. 1
H. Chakor Dj, W. Kabir, R. Kobbi, J. Chelbi, M. A. Racine, J. St-Jacques, D. Schwirtz, L. Madteossian, J. Dolz, I. Ben Ayed. 2024 « Hybrid classification of hypertensive retinopathy (HR) in general population based on artificial intelligence ». Diabetes Research and Clinical Practice vol. 209 , nº Suppl. 1
Milad Cheraghalikhani, Mehrdad Noori, David Osowiechi, Gustavo A. Vargas Hakim, Ismail Ben Ayed, Christian Desrosiers. 2024 « Structure-aware feature stylization for domain generalization ». Computer Vision and Image Understanding vol. 244
Florent Chiaroni, Malik Boudiaf, Amar Mitiche, Ismail Ben Ayed. 2024 « Simplex clustering via sBeta with applications to online adjustment of black-box predictions ». IEEE Transactions on Pattern Analysis and Machine Intelligence vol. 46 , nº 12. p. 9123-9138
Reza Davtalab, Rafael M. O. Cruz, Robert Sabourin. 2024 « A scalable dynamic ensemble selection using fuzzy hyperboxes ». Information Fusion vol. 102
Shengziang Deng, Ismail Ben Ayed, Hongpeng Sun. 2024 « A preconditioned alternating minimization framework for nonconvex and half quadratic regularization ». Inverse Problems and Imaging vol. 18 , nº 4. p. 1024-1051
Abdallah Dib, Luiz Gustavo Hafemann, Emeline Got, Trevor Anderson, Amin Fadaeinejad, Rafael M. O. Cruz, Marc-Andre Carbonneau. 2024 « MoSAR: Monocular semi-supervised model for avatar reconstruction using differentiable shading ». IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (Seattle, WA, USA, June 16-22, 2024) Institute of Electrical and Electonics Engineers Inc.
Leandro A. Ensina, Luiz E. S. de Oliveira, Rafael M. O. Cruz, G. D. C. Cavalcanti. 2024 « Fault distance estimation for transmission lines with dynamic regressor selection ». Neural Computing and Applications vol. 36 , nº 4. p. 1741-1759
Faramarz Farhangian, Rafael M. O. Cruz, George D. C. Cavalcanti. 2024 « Fake news detection: Taxonomy and comparative study ». Information Fusion vol. 103
Ramin Farzam, Mohammad Hasan Azad, Hamid Abrishami Moghaddam, Mohamad Forouzanfar. 2024 « Beat-to-beat oscillometric blood pressure estimation: A bayesian approach with system identification ». IEEE Transactions on Biomedical Engineering
Maha Ghaib, MohammadHadi Shateri, Douglas Thomson, Dagmar Svecova. 2024 « Comparison between microstructural analysis of GFRP and CFRP rebars using micro computed tomography (μCT), scanning electron microscope (SEM), and acoustic emission (AE) techniques ». Composites Science and Technology vol. 250
Alexis Guichemerre, Soufiane Belharbi, Tsiry Mayet, Shakeeb Murtaza, Pourya Shamsolmoali, Luke McCaffrey, Eric Granger. 2024 « Source-free domain adaptation of weakly-supervised object localization models for histology ». IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) (Seattle, WA, USA, June 17-18, 2024) IEEE Computer Society
Kazim Z. Gumus, Julien Nicolas, Dheeraj R. Gopireddy, Jose Dolz, Seyed Behzad Jazayeri, Mark Bandyk. 2024 « Deep learning algorithms for bladder cancer segmentation on multi-parametric MRI ». Cancers vol. 16 , nº 13
Mohammad Hasan Azad, Rebecca Robillard, Caitlin Higginson, Jean-Marc Lina, Mohamad Forouzanfar. 2024 « Unraveling sleep EEG-ECG interactions in major depression: Preliminary results of a coherence analysis ». Affiche présentée lors de la conférence : 38th Annual Meeting of the Associated Professional Sleep Societies (Houston, TX, USA, June 02-05, 2024)
Yunshi Huang, Fereshteh Shakeri, Jose Dolz, Malik Boudiaf, Houda Bahig, Ismail Ben Ayed. 2024 « LP plus plus : A surprisingly strong linear probe for few-shot CLIP ». IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (Seattle, WA, USA, June 16-22, 2024) Institute of Electrical and Electonics Engineers Inc.
Bruno Yuiti Leao Imai, Cristiano Mesquita Garcia, Marcio Vinicius Rocha, Alessandro Lameiras Koerich, Alceu De Souza Britto, Jean Paul Barddal. 2024 « Is it fine to tune? Evaluating SentenceBERT fine-tuning for Brazilian Portuguese text stream classification ». IEEE International Conference on Big Data (BigData) (Washington DC, USA, Dec. 15-18, 2024) Institute of Electrical and Electronics Engineers Inc.
Saadat Izadi, Mohamad Forouzanfar. 2024 « Error correction and adaptation in conversational AI: A review of techniques and applications in chatbots ». AI vol. 5 , nº 2. p. 803-841
Hesam Jalalian, Rafael M. O. Cruz. 2024 « MLRS-PDS: A Meta-learning recommendation of dynamic ensemble selection pipelines ». International Joint Conference on Neural Networks (IJCNN) (Yokohama, Japan, June 30-July 05, 2024) Institute of Electrical and Electronics Engineers Inc.
Simona Juvină, Ana Neacșu, Jean-Christophe Pesquet, Corneliu Burileanu, Jérôme Rony, Ismail Ben Ayed. 2024 « Training graph neural networks subject to a tight Lipschitz constraint ». Transactions on Machine Learning Research vol. 2024
W. Kabir, H. Chakor, R. Kobbi, J. Chelbi, M. A. Racine, J. St-Jacques, D. Schwirtz, L. Madteossian, I. Ben Ayed, J. Dolz. 2024 « An AI-assisted system for screening of diabetic macular edema (DME) by using real-world fundus images ». Diabetes Research and Clinical Practice vol. 209 , nº Suppl. 1
W. Kabir, R. Kobbi, J. Chelbi, M. A. Racine, H. Chakor Dj, I. B. Ayed, J. Dolz, J. St-Jacques, L. Madteossian, D. Schwirtz. 2024 « An AI-assisted system for early screening of age-related macular degeneration (ARMD) from real-world fundus images ». Diabetes Research and Clinical Practice vol. 209 , nº Suppl. 1
Boshra Khajehpiri, Eric Granger, Massimiliano De Zambotti, Fiona C. Baker, Dilara Yuksel, Mohamad Forouzanfar. 2024 « SleepBP-Net: A time-distributed convolutional network for nocturnal blood pressure estimation from photoplethysmogram ». IEEE Sensors Journal vol. 24 , nº 12. p. 19590-19600
Koffi Kossi, Stéphane Coulombe, Christian Desrosiers. 2024 « No-reference video quality assessment using transformers and attention recurrent networks ». IEEE Access vol. 12. p. 140671-140680
David Latortue, Moetez Kdayem, Fidel A. Guerrero Pena, Eric Granger, Marco Pedersoli. 2024 « Evaluating supervision levels trade-offs for infrared-based people counting ». IEEE/CVF Winter Conference on Applications of Computer Vision Workshops (WACVW) (Waikoloa, HI, USA, Jan. 01-06, 2024) Institute of Electrical and Electronics Engineers Inc.
Yangke Li, Guangshun Wei, Christian Desrosiers, Yuanfeng Zhou. 2024 « Decoupled and boosted learning for skeleton-based dynamic hand gesture recognition ». Pattern Recognition vol. 153
Bingyuan Liu, Jose Dolz, Adrian Galdran, Riadh Kobbi, Ismail Ben Ayed. 2024 « Do we really need dice? The hidden region-size biases of segmentation losses ». Medical Image Analysis vol. 91
Jinhua Liu, Christian Desrosiers, Dexin Yu, Yuanfeng Zhou. 2024 « Semi-supervised medical image segmentation using cross-style consistency with shape-aware and local context constraints ». IEEE Transactions on Medical Imaging vol. 43 , nº 4. p. 1449-1461
Shiva Maleki Varnosfaderani, Mohamad Forouzanfar. 2024 « The role of AI in hospitals and clinics: Transforming healthcare in the 21st century ». Bioengineering vol. 11 , nº 4
Ségolène Martin, Yunshi Huang, Fereshteh Shakeri, Jean-Christophe Pesquet, Ismail Ben Ayed. 2024 « Transductive zero-shot and few-shot CLIP ». IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (Seattle, WA, USA, June 16-22, 2024) Institute of electrical and Electonics Engineers Inc.
Shambhavi Mishra, Balamurali Murugesan, Ismail Ben Ayed, Marco Pedersoli, Jose Dolz. 2024 « Do not trust what you trust: Miscalibration in semi-supervised learning ». Transactions on Machine Learning Research vol. 2024
Saypraseuth Mounsaveng, Florent Chiaroni, Malik Boudiaf, Marco Pedersoli, Ismail Ben Ayed. 2024 « Bag of tricks for fully test-time adaptation ». IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) (Waikoloa, HI, USA, Jan. 03-08, 2024) Institute of Electrical and Electronics Engineers Inc.
Shakeeb Murtaza, Marco Pedersoli, Aydin Sarraf, Eric Granger. 2024 « Leveraging transformers for weakly supervised object localization in unconstrained videos ». Artificial Neural Networks in Pattern Recognition : 11th IAPR TC3 Workshop, ANNPR 2024, Proceedings (Montreal, QC, Canada, Oct. 10-12, 2024) Springer
Balamurali Murugesan, Rukhshanda Hussain, Rajarshi Bhattacharya, Ismail Ben Ayed, Jose Dolz. 2024 « Prompting classes: Exploring the power of prompt class learning in weakly supervised semantic segmentation ». IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) (Waikoloa, HI, USA, Jan. 03-08, 2024) Institute of Electrical and Electronics Engineers Inc.
Balamurali Murugesan, Julio Silva-Rodriguez, Ismail Ben Ayed, Jose Dolz. 2024 « Class and region-adaptive constraints for network calibration ». Medical Image Computing and Computer Assisted Intervention – MICCAI 2024 : 27th International Conference, Proceedings, Part VIII (Marrakesh, Morocco, Oct. 06-10, 2024) Springer
Balamurali Murugesan, Julio Silva-Rodriguez, Hadi Chakor, Riadh Kobbi, Waziha Kabir, Jihed Chelbi, Marc-Andre Racine, Jose Dolz, Ismail Ben Ayed. 2024 « Domain generalization for diabetic retinopathy grading through vision-language foundation models ». Investigative Ophthalmology & Visual Science vol. 65 , nº 7
Julien Nicolas, Florent Chiaroni, Imtiaz Ziko, Ola Ahmad, Christian Desrosiers, Jose Dolz. 2024 « MoP-CLIP: A mixture of prompt-tuned CLIP models for domain incremental learning ». IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) (Waikoloa, HI, USA, Jan. 03-08, 2024) Institute of Electrical and Electronics Engineers Inc.
Mehrdad Noori, Milad Cheraghalikhani, Ali Bahri, Gustavo A. Vargas Hakim, David Osowiechi, Ismail Ben Ayed, Christian Desrosiers. 2024 « TFS-ViT: Token-level feature stylization for domain generalization ». Pattern Recognition vol. 149
David Osowiechi, Gustavo A. Vargas Hakim, Mehrdad Noori, Milad Cheraghalikhani, Ali Bahri, Moslem Yazdanpanah, Ismail Ben Ayed, Christian Desrosiers. 2024 « NC-TTT: A noise constrastive approach for test-time training ». IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (Seattle, WA, USA, June 16-22, 2024) Institute of electrical and Electonics Engineers Inc.
Jizong Peng, Ping Wang, Marco Pedersoli, Christian Desrosiers. 2024 « Boundary-aware information maximization for self-supervised medical image segmentation ». Medical Image Analysis vol. 94
Rishav Pramanik, José-Fabian Villa-Vásquez, Marco Pedersoli. 2024 « Masked multi-query slot attention for unsupervised object discovery ». International Joint Conference on Neural Networks (IJCNN) (Yokohama, Japan, June 30-July 05, 2024) Institute of Electrical and Electronics Engineers Inc.
Melika Roshanfar, Amir Reza Ghiami Azad, Mohamad Forouzanfar. 2024 « Predicting fatigue life of shear connectors in steel-concrete composite bridges using artificial intelligence techniques ». Fatigue and Fracture of Engineering Materials and Structures vol. 47 , nº 3. p. 818-832
Bijan Roudini, Boshra Khajehpiri, Hamid Abrishami Moghaddam, Mohamad Forouzanfar. 2024 « Machine learning predicts long-term mortality after acute myocardial infarction using systolic time intervals and routinely collected clinical data ». Intelligent Medicine
Aymen Sadraoui, Ségolène Martin, Eliott Barbot, Astrid Laurent-Bellue, Jean-Christophe Pesquet, Catherine Guettier, Ismail Ben Ayed. 2024 « A transductive few-shot learning approach for classification of digital histopathological slides from liver cancer ». IEEE International Symposium on Biomedical Imaging (ISBI) (Athens , Greece, May 27-30, 2024) IEEE Computer Society
Mohammadreza Shahsavari, Niloufar Delfan, Mohamad Forouzanfar. 2024 « Localizing the origin of idiopathic ventricular arrhythmias from ECG using a recurrent convolutional neural network with attention ». IEEE Transactions on Instrumentation and Measurement vol. 73
Fereshteh Shakeri, Yunshi Huang, Julio Silva-Rodríguez, Houda Bahig, An Tang, José Dolz, Ismail Ben Ayed. 2024 « Few-shot adaptation of medical vision-language models ». Medical Image Computing and Computer Assisted Intervention – MICCAI 2024 : 27th International Conference, Proceedings, Part XII (Marrakesh, Morocco, Oct. 06-10, 2024) Springer
Pourya Shamsolmoali, Masoumeh Zareapoor, Eric Granger, Michael Felsberg. 2024 « SeTformer is what you need for vision and language ». Proceedings of the AAAI Conference on Artificial Intelligence vol. 38 , nº 5. p. 4713-4721
MohammadHadi Shateri, Francisco Messina, Fabrice Labeau, Pablo Piantanida. 2024 « Preserving privacy in GANs against membership inference attack ». IEEE Transactions on Information Forensics and Security vol. 19. p. 1728-1743
Julio Silva-Rodriguez, Hadi Chakor, Riadh Kobbi, Balamurali Murugesan, Waziha Kabir, Jihed Chelbi, Marc-Andre Racine, Jose Dolz, Ismail Ben Ayed. 2024 « All that glitters is not gold: are current retina foundation models able to efficiently detect hypertensive retinopathy? ». Investigative Ophthalmology & Visual Science vol. 65 , nº 7
Julio Silva-Rodriguez, Jihed Chelbi, Waziha Kabir, Hadi Chakor, Jose Dolz, Ismail Ben Ayed, Riadh Kobbi. 2024 « Exploring the transferability of a foundation model for fundus images: Application to hypertensive retinopathy ». Advances in Computer Graphics : 40th Computer Graphics International Conference, CGI : Proceedings (Shanghai, China, Aug. 28-Sept. 01, 2023) Springer Science and Business Media Deutschland GmbH
Julio Silva-Rodriguez, Sina Hajimiri, Ismail Ben Ayed, José Dolz. 2024 « A closer look at the few-shot adaptation of large vision-language models ». IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (Seattle, WA, USA, June 16-22, 2024) Institute of Electrical and Electonics Engineers Inc.
Mariana A. Souza, Robert Sabourin, Geroge D. C. Cavalcanti, Rafael M. O. Cruz. 2024 « A dynamic multiple classifier system using graph neural network for high dimensional overlapped data ». Information Fusion vol. 103
Pouya Taghipour, Eric Granger, Yves Blaquière. 2024 « Hybrid graph representation and learning framework for high-level synthesis design space exploration ». IEEE Access vol. 12. p. 189574-189589
Antoine Théberge, Christian Desrosiers, Arnaud Boré, Maxime Descoteaux, Pierre-Marc Jodoin. 2024 « What matters in reinforcement learning for tractography ». Medical Image Analysis vol. 93
Talles B. Viana, Victor L. F. Souza, Adriano L. I. Oliveira, Rafael M. O. Cruz, Robert Sabourin. 2024 « Robust handwritten signature representation with continual learning of synthetic data over predefined real feature space ». Document Analysis and Recognition - ICDAR 2024 : 18th International Conference Proceedings, Part II (Athens, Greece, Aug. 30-Sept. 04, 2024) Springer Science and Business Media Deutschland GmbH
Paul Waligora, Muhammad Haseeb Aslam, Muhammad Osama Zeeshan, Soufiane Belharbi, Alessandro Lameiras Koerich, Marco Pedersoli, Simon Bacon, Eric Granger. 2024 « Joint multimodal transformer for emotion recognition in the wild ». IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) (Seattle, WA, USA, June 17-18, 2024) IEEE Computer Society
Yihang Wu, Christian Desrosiers, Ahmad Chaddad. 2024 « FACMIC: Federated Adaptative CLIP Model for Medical Image Classification ». Medical Image Computing and Computer Assisted Intervention – MICCAI 2024 : 27th International Conference, Proceedings, Part XII (Marrakesh, Morocco, Oct. 06-10, 2024) Springer
Maxime Zanella, Ismail Ben Ayed. 2024 « On the test-time zero-shot generalization of vision-language models: Do we really need prompt learning? ». IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (Seattle, WA, USA, June 16-22, 2024) Institute of Electrical and Electonics Engineers Inc.
Muhammad Osama Zeeshan, Muhammad Haseeb Aslam, Soufiane Belharbi, Alessandro Lameiras Koerich, Marco Pedersoli, Simon Bacon, Eric G. Granger. 2024 « Subject-based domain adaptation for facial expression recognition ». IEEE 18th International Conference on Automatic Face and Gesture Recognition (FG) (Istanbul, Turkey, May 27-31, 2024) Institute of Electrical and Electronics Engineers Inc.
Lucas B. V. de Amorim, George D. C. Cavalcanti, Rafael M. O. Cruz. 2024 « Meta-scaler: A meta-learning framework for the selection of scaling techniques ». IEEE Transactions on Neural Networks and Learning Systems
Wheidima Carneiro de Melo, Eric Granger, Miguel Bordallo Lopez. 2024 « Facial expression analysis using decomposed multiscale spatiotemporal networks ». Expert Systems with Applications vol. 236

Sukesh Adiga Vasudeva, Jose Dolz, Herve Lombaert. 2023 « GeoLS: Geodesic label smoothing for image segmentation ». International Confefence on Medical Imaging with Deep Learning (MIDL) (Nashville, TN, USA, July 10-12, 2023) ML Research Press
Behnam Amiri-Ramsheh, Menad Nait Amar, MohammadHadi Shateri, Abdolhossein Hemmati-Sarapardeh. 2023 « On the evaluation of the carbon dioxide solubility in polymers using gene expression programming ». Scientific Reports vol. 13 , nº 1
MirHamed Asl, MohammadHadi Shateri, Fabrice Labeau. 2023 « α-mutual information: a tunable privacy measure for privacy protection in data sharing ». International Conference on Machine Learning and Applications (ICMLA) (Jacksonville, FL, USA, Dec. 15-17, 2023) IEEE
Muhammad Haseeb Aslam, Muhammad Osama Zeeshan, Marco Pedersoli, Alessandro L. Koerich, Simon Bacon, Eric Granger. 2023 « Privileged knowledge distillation for dimensional emotion recognition in the wild ». IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops (Vancouver, BC, Canada, June 17-24, 2023) IEEE Computer Society
Saleh Asnaashari, MohammadHadi Shateri, Abdolhossein Hemmati-Sarapardeh, Shahab S. Band. 2023 « Modeling of the sintered density in Cu-Al alloy using machine learning approaches ». ACS Omega vol. 8 , nº 31. p. 28036-28051
Steve Tsham Mpinda Ataky, Alessandro Lameiras Koerich. 2023 « E-BiT: Extended bio-inspired texture descriptor for 2D texture analysis and characterization ». Electronics vol. 12 , nº 9
Steve Tsham Mpinda Ataky, Alessandro Lameiras Koerich. 2023 « Multiresolution texture analysis of histopathologic images using ecological diversity measures[Formula presented] ». Expert Systems with Applications vol. 224
Steve Tsham Mpinda Ataky, Diego Saqui, Jonathan de Matos, Alceu de Souza Britto Junior, Alessandro Lameiras Koerich. 2023 « Multiscale analysis for improving texture classification ». Applied Sciences vol. 13 , nº 3
Hamid Bahmaninia, MohammadHadi Shateri, Saeid Atashrouz, Karam Jabbour, Abdolhossein Hemmati-Sarapardeh, Ahmad Mohaddespour. 2023 « Predicting the equilibrium solubility of CO2 in alcohols, ketones, and glycol ethers: Application of ensemble learning and deep learning approaches ». Fluid Phase Equilibria vol. 567
Eduardo V. L. Barboza, Paulo R. L. De Almeida, Alceu De Souza Britto, Rafael M. O. Cruz. 2023 « Distance functions and normalization under stream scenarios ». International Joint Conference on Neural Networks (Gold Coast, Australia, June 18-23, 2023) Institute of Electrical and Electronics Engineers
Zahra Batool, Kaiwen Zhang, Matthew Toews. 2023 « Block-RACS: Towards reputation-aware client selection and monetization mechanism for federated learning ». ACM SIGAPP Applied Computing Review vol. 23 , nº 3. p. 49–65
Zahra Batool, Kaiwen Zhang, Matthew Toews. 2023-01-30 « Blockchain technologies for decentralized machine learning ». Substance ÉTS
Zahra Batool, Kaiwen Zhang, Matthew Toews. 2023-01-30 « Les chaînes de blocs pour l’apprentissage machine décentralisé ». Substance ÉTS
Farzad Beizaee, Michele Bona, Christian Desrosiers, Jose Dolz, Gregory Lodygensky. 2023 « Determining regional brain growth in premature and mature infants in relation to age at MRI using deep neural networks ». Scientific Reports vol. 13 , nº 1
Farzad Beizaee, Christian Desrosiers, Gregory A. Lodygensky, Jose Dolz. 2023 « Harmonizing flows: Unsupervised MR harmonization based on normalizing flows ». Information Processing in Medical Imaging : 28th International Conference, IPMI : Proceedings (San Carlos de Bariloche, Argentina, June 18-23, 2023) Springer
Soufiane Belharbi, Ismail Ben Ayed, Luke McCaffrey, Eric Granger. 2023 « TCAM: Temporal class activation maps for object localization in weakly-labeled unconstrained videos ». 23rd IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) (Waikoloa, HI, USA, Jan. 02-07, 2023) Institute of Electrical and Electonics Engineers Inc.
Ismail Ben Ayed. 2023 « High-order models in semantic image segmentation ». : Elsevier. 168 p.
Julien Bertieaux, MohammadHadi Shateri, Fabrice Labeau, Thierry Dutoit. 2023 « Cardiotocography signal abnormality detection based on deep semi-unsupervised learning ». 10th IEEE/ACM International Conference on Big Data Computing, Applications and Technologies (BDCAT) (Taormina, Italy, Dec. 04-07, 2023) Association for Computing Machinery, Inc
Malik Boudiaf, Etienne Bennequin, Myriam Tami, Antoine Toubhans, Pablo Piantanida, Celine Hudelot, Ismail Ben Ayed. 2023 « Open-set likelihood maximization for few-shot learning ». IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (Vancouver, BC, Canada, June 17-24, 2023) Institute of Electrical and Electonics Engineers Inc.
Wheidima Carneirodemelo, Eric G. Granger, Miguel Bordallo Lopez. 2023 « MDN: A deep maximization-differentiation network for spatio-temporal depression detection ». IEEE Transactions on Affective Computing vol. 14 , nº 1. p. 578-590
Ahmad Chaddad, Guina Tan, Xiaojuan Liang, Lama Hassan, Saima Rathore, Christian Desrosiers, Yousef Katib, Tamim Niazi. 2023 « Advancements in MRI-based radiomics and artificial intelligence for prostate cancer: A comprehensive review and future prospects ». Cancers vol. 15 , nº 15
Florent Chiaroni, Jose Dolz, Ziko Imtiaz Masud, Amar Mitiche, Ismail Ben Ayed. 2023 « Parametric information maximization for generalized category discovery ». IEEE/CVF International Conference on Computer Vision (ICCV) (Paris, France, Oct. 01-06, 2023) Institute of Electrical and Electronics Engineers Inc.
Pierre Colombo, Victor Pellegrain, Malik Boudiaf, Victor Storchan, Myriam Tami, Ismail Ben Ayed, Celine Hudelot, Pablo Piantanida. 2023 « Transductive learning for textual few-shot classification in API-based embedding models ». Conference on Empirical Methods in Natural Language Processing (EMNLP) (Singapore, Singapore, Dec. 06-10, 2023) Association for Computational Linguistics (ACL)
Paulo R. G. Cordeiro, George D. C. Cavalcanti, Rafael M. O. Cruz. 2023 « A post-selection algorithm for improving dynamic ensemble selection methods ». IEEE International Conference on Systems, Man and Cybernetics (Honolulu, HI, USA, Oct. 01-04, 2023) Institute of Electrical and Electronics Engineers Inc.
Paulo R. G. Cordeiro, George D. C. Cavalcanti, Rafael M. O. Cruz. 2023 « Dynamic ensemble algorithm post-selection using hardness-aware oracle ». IEEE Access vol. 11. p. 86056-86070
Massimiliano De Zambotti, Fiona C. Baker, Mohamad Forouzanfar, Bhaskar Ramamurthy, Laurie Menoud. 2023-10-31 « Systems and methods involving predictive modeling of hot flashes ». Brevet américain US 11,804,301.
Niloufar Delfan, Mohamad Forouzanfar. 2023 « Hybrid deep morpho-temporal framework for oscillometric blood pressure measurement ». IEEE Journal of Biomedical and Health Informatics vol. 27 , nº 11. p. 5293-5301
Thomas Dubail, Fidel Alejandro Guerrero Peña, Heitor Rapela Medeiros, Masih Aminbeidokhti, Eric Granger, Marco Pedersoli. 2023 « Privacy-preserving person detection using low-resolution infrared cameras ». Computer Vision – ECCV 2022 Workshops (Tel Aviv, Israel, Oct. 23-27, 2022) Springer Science and Business Media
Mélanie Gaillochet, Christian Desrosiers, Hervé Lombaert. 2023 « Active learning for medical image segmentation with stochastic batches ». Medical Image Analysis vol. 90
Bernardo Bentes Gatto, Juan Gabriel Colonna, Eulanda Mirando dos Santos, Alessandro Lameiras Koerich, Kazuhiro Fukui. 2023 « Discriminative singular spectrum classifier with applications on bioacoustic signal recognition ». Digital Signal Processing vol. 133
Karthik Gopinath, Christian Desrosiers, Herve Lombaert. 2023 « Learning joint surface reconstruction and segmentation, from brain images to cortical surface parcellation ». Medical Image Analysis vol. 90
Fidel A. Guerrero Peña, Heitor Rapela Medeiros, Thomas Dubail, Masih Aminbeidokhti, Eric G. Granger, Marco Pedersoli. 2023 « Re-basin via implicit Sinkhorn differentiation ». IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (Vancouver, BC, Canada, June 17-24, 2023) IEEE Computer Society
Sina Hajimiri, Malik Boudiaf, Ismail Ben Ayed, Jose Dolz. 2023 « A strong baseline for generalized few-shot semantic segmentation ». IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (Vancouver, BC, Canada, June 17-24, 2023) IEEE
Gustavo A. Vargas Hakim, David Osowiechi, Mehrdad Noori, Milad Cheraghalikhani, Ali Bahri, Ismail Ben Ayed, Christian Desrosiers. 2023 « ClusT3: Information invariant test-time training ». IEEE/CVF International Conference on Computer Vision (ICCV) (Paris, France, Oct. 01-06, 2023) Institute of Electrical and Electronics Engineers Inc.
Pierre-Marc Jodoin, Nicolas Duchateau, Christian Desrosiers. 2023 « From machine learning to deep learning ». In AI and big data in cardiology: A practical guide. p. 35-56. Springer
Arthur Josi, Mahdi Alehdaghi, Rafel M. O. Cruz, Eric Granger. 2023 « Multimodal data augmentation for visual-infrared person ReID with corrupted data ». IEEE/CVF Winter Conference on Applications of Computer Vision Workshops, WACVW (Waikoloa, HI, USA, Jan. 03-07, 2023) Institute of Electrical and Electronics Engineers Inc.
Bach Ngoc Kim, Jose Dolz, Pierre-Marc Jodoin, Christian Desrosiers. 2023 « Mixup-privacy: A simple yet effective approach for privacy-preserving segmentation ». Information Processing in Medical Imaging : 28th International Conference, IPMI : Proceedings (San Carlos de Bariloche, Argentina, June 18-23, 2023) Springer
Agostina J. Larrazabal, César Martínez, José Dolz, Enzo Ferrante. 2023 « Maximum entropy on erroneous predictions: Improving model calibration for medical image segmentation ». Medical Image Computing and Computer Assisted Intervention – MICCAI 2023, 26th International Conference, Proceedings, Part III (Vancouver, BC, Canada, Oct. 08-12, 2023) Springer Science and Business Media Deutschland GmbH
Xuan Li, Christian Desrosiers, Xue Liu. 2023 « Deep neural forest for out-of-distribution detection of skin lesion images ». IEEE Journal of Biomedical and Health Informatics vol. 27 , nº 1. p. 157-165
Yujie Li, Benying Tan, Shuxue Ding, Christian Desrosiers, Ahmad Chaddad. 2023 « Symmetry structured analysis sparse coding for key frame extraction ». Machine Learning for Cyber Security : 4th International Conference, ML4CS (Guangzhou, China, Dec. 02-04, 2022) Springer Science and Business Media
Bingyuan Liu, Christian Desrosiers, Ismail Ben Ayed, Jose Dolz. 2023 « Segmentation with mixed supervision: Confidence maximization helps knowledge distillation ». Medical Image Analysis vol. 83
Bingyuan Liu, Jérôme Rony, Adrian Galdran, Jose Dolz, Ismail Ben Ayed. 2023 « Class adaptive network calibration ». IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (Vancouver, BC, Canada, June 17-24, 2023) IEEE Computer Society
Akhil Meethal, Eric Granger, Marco Pedersoli. 2023 « Cascaded zoom-in detector for high resolution aerial images ». IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops (Vancouver, BC, Canada, June 17-24, 2023) IEEE Computer Society
Djebril Mekhazni, Maximilien Dufau, Christian Desrosiers, Marco Pedersoli, Eric Granger. 2023 « Camera alignment and weighted contrastive learning for domain adaptation in video person ReID ». IEEE Winter Conference on Applications of Computer Vision, WACV (Waikoloa, HI, USA, Jan. 02-07, 2023) Institute of Electrical and Electronics Engineers Inc.
Nathan Molinier, Guillaume Painchaud-April, Alain Le Duff, Matthew Toews, Pierre Bélanger. 2023 « Ultrasonic imaging using conditional generative adversarial networks ». Ultrasonics vol. 133
Shakeeb Murtaza, Soufiane Belharbi, Marco Pedersoli, Aydin Sarraf, Eric Granger. 2023 « DiPS: Discriminative pseudo-label sampling with self-supervised transformers for weakly supervised object localization ». Image and Vision Computing vol. 140
Shakeeb Murtaza, Soufiane Belharbi, Marco Pedersoli, Aydin Sarraf, Eric Granger. 2023 « Discriminative sampling of proposals in self-supervised transformers for weakly supervised object localization ». IEEE/CVF Winter Conference on Applications of Computer Vision Workshops, WACVW (Waikoloa, HI, USA, Jan. 03-07, 2023) Institute of Electrical and Electronics Engineers Inc.
Balamurali Murugesan, Sukesh Adiga Vasudeva, Bingyuan Liu, Herve Lombaert, Ismail Ben Ayed, Jose Dolz. 2023 « Trust your neighbours: Penalty-based constraints for model calibration ». Medical Image Computing and Computer Assisted Intervention – MICCAI 2023, 26th International Conference, Proceedings, Part III (Vancouver, BC, Canada, Oct. 08-12, 2023) Springer Science and Business Media Deutschland GmbH
Balamurali Murugesan, Bingyuan Liu, Adrian Galdran, Ismail Ben Ayed, Jose Dolz. 2023 « Calibrating segmentation networks with margin-based label smoothing ». Medical Image Analysis vol. 87
Kasra Nezamabadi, Neda Sardaripour, Benyamin Haghi, Mohamad Forouzanfar. 2023 « Unsupervised ECG analysis: A review ». IEEE Reviews in Biomedical Engineering vol. 16. p. 208-224
David Osowiechi, Gustavo A. Vargas Hakim, Mehrdad Noori, Milad Cheraghalikhani, Ismail Ben Ayed, Christian Desrosiers. 2023 « TTTFlow: Unsupervised Test-Time Training with Normalizing Flow ». IEEE Winter Conference on Applications of Computer Vision, WACV (Waikoloa, HI, USA, Jan. 02-07, 2023) Institute of Electrical and Electronics Engineers Inc.
Marine Picot, Francisco Messina, Malik Boudiaf, Fabrice Labeau, Ismail Ben Ayed, Pablo Piantanida. 2023 « Adversarial robustness via Fisher-Rao Regularization ». IEEE Transactions on Pattern Analysis and Machine Intelligence vol. 45 , nº 3. p. 2698-2710
R. Gnana Praveen, Patrick Cardinal, Eric Granger. 2023 « Audio-visual fusion for emotion recognition in the valence-arousal space using joint cross-attention ». IEEE Transactions on Biometrics, Behavior, and Identity Science vol. 5 , nº 3. p. 360-373
R. Gnana Praveen, Eric Granger, Patrick Cardinal. 2023 « Recursive joint attention for audio-visual fusion in regression based emotion recognition ». IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (Rhodes Island, Greece, June 04-10, 2023) Institute of Electrical and Electronics Engineers Inc.
Walber M. Rodrigues, Felipe N. Walmsley, George D. C. Cavalcanti, Rafael M. O. Cruz. 2023 « Security relevant methods of Android's API classification: A machine learning empirical evaluation ». IEEE Transactions on Computers vol. 72 , nº 11. p. 3273-3285
Juan A. Rodriguez, David Vazquez, Issam Laradji, Marco Pedersoli, Pau Rodriguez. 2023 « OCR-VQGAN: Taming text-within-image generation ». IEEE Winter Conference on Applications of Computer Vision, WACV (Waikoloa, HI, USA, Jan. 02-07, 2023) Institute of Electrical and Electronics Engineers Inc.
Jérôme Rony, Jean-Christophe Pesquet, Ismail Ben Ayed. 2023 « Proximal splitting adversarial attack for semantic segmentation ». IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (Vancouver, BC, Canada, June 17-24, 2023) Institute of electrical and Electonics Engineers Inc.
Mehraveh Javan Roshtkhari, Matthew Toews, Marco Pedersoli. 2023 « Balanced mixture of supernets for learning the CNN pooling architecture ». 2nd International Conferenceon Automated Machine Learning, AutoML (Berlin, Germany, Sept. 12-15, 2023) ML Research Press
Pourya Shamsolmoali, Masoumeh Zareapoor, Swagatam Das, Salvador Garcia, Eric Granger, Jianyi Yang. 2023 « GEN: Generative Equivariant Networks for diverse image-to-image translation ». IEEE Transactions on Cybernetics vol. 53 , nº 2. p. 874-886
Pourya Shamsolmoali, Masoumeh Zareapoor, Eric Granger. 2023 « Image completion via dual-path cooperative filtering ». IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (Rhodes Island, Greece, June 04-10, 2023) IEEE
Pourya Shamsolmoali, Masoumeh Zareapoor, Eric Granger. 2023 « Transinpaint: Transformer-based image inpainting with context adaptation ». IEEE/CVF International Conference on Computer Vision Workshops (ICCVW) (Paris, France, Oct. 02-06, 2023) Institute of Electrical and Electronics Engineers
MohammadHadi Shateri. 2023 « Privacy-cost management in smart meters: Classical vs deep Q-learning with mutual information ». 11th International Conference on Smart Energy Grid Engineering (SEGE) (Oshawa, ON, Canada, Aug. 13-15, 2023) IEEE
Julio Silva-Rodríguez, José Dolz, Ismail Ben Ayed. 2023 « Towards foundation models and few-shot parameter-efficient fine-tuning for volumetric organ segmentation ». Medical Image Computing and Computer Assisted Intervention – MICCAI 2023 Workshops, ISIC 2023, Care-AI 2023, MedAGI 2023, DeCaF 2023, Held in Conjunction with MICCAI 2023, Proceedings (Vancouver, BC, Canada, Oct. 08-12, 2023) Springer Science and Business Media
Guillaume Simard, Cédric Melançon, Patrick Cardinal, Julien Gascon-Samson. 2023 « Performance characterization of MQTT brokers in a device-local edge deployment ». MiddleWEdge 2023 - Proceedings of the 2nd International Workshop on Middleware for the Edge (Bologna, Italia, Dec. 11, 2023) Association for Computing Machinery, Inc
Mariana A. Souza, Robert Sabourin, George D. C. Cavalcanti, Rafael M. O. Cruz. 2023 « OLP++: An online local classifier for high dimensional data ». Information Fusion vol. 90. p. 120-137
Christine Tremblay, Ali Mahmoudialami, Philippe Alain Ngani Sigue, Yinqing Pei, David Côté, David Boertjes, Dacian Demeter, Christian Desrosiers. 2023 « Detection and root cause analysis of performance degradation in optical networks using machine learning ». 49th European Conference on Optical Communications (ECOC) (Glasgow, Scotland, Oct. 01-05, 2023) Institute of Engineering and Technology
Talles B. Viana, Victor L. F. Souza, Adriano L. I. Oliveira, Rafael M. O. Cruz, Robert Sabourin. 2023 « A multi-task approach for contrastive learning of handwritten signature feature representations ». Expert Systems with Applications vol. 217
Ping Wang, Jizong Peng, Marco Pedersoli, Yuan-Feng Zhou, Cai-Ming Zhang, Christian Desrosiers. 2023 « CAT: Constrained adversarial training for anatomically-plausible semi-supervised segmentation ». IEEE Transactions on Medical Imaging vol. 42 , nº 8. p. 2146-2161
Ping Wang, Jizong Peng, Marco Pedersoli, Yuan-Feng Zhou, Cai-Ming Zhang, Christian Desrosiers. 2023 « Shape-aware joint distribution alignment for cross-domain image segmentation ». IEEE Transactions on Medical Imaging vol. 42 , nº 8. p. 2338-2347
Ayden Watt, James Lee, Matthew Toews, Mirko S. Gilardino. 2023 « Smartphone integration of artificial intelligence for automated plagiocephaly diagnosis ». Plastic and Reconstructive Surgery - Global Open vol. 11 , nº 5
Yifan Xu, Pourya Shamsolmoali, Eric Granger, Claire Nicodeme, Laurent Gardes, Jie Yang. 2023 « TransVLAD: Multi-scale attention-based global descriptors for visual geo-localization ». IEEE Winter Conference on Applications of Computer Vision, WACV (Waikoloa, HI, USA, Jan. 02-07, 2023) Institute of Electrical and Electronics Engineers Inc.
Somaiieh Yousefi, Hussein Chouman, Petar Djukic, Firouzeh Golaghazadeh, Christine Tremblay, Christian Desrosiers. 2023 « Forecasting lightpath quality of transmission and implementing uncertainty in the forecast models ». Journal of Lightwave Technology vol. 41 , nº 15. p. 4871-4881
Dilara Yuksel, Boshra Khajehpiri, Mohamad Forouzanfar, Orsolya Kiss, Devin E. Prouty, Nicole Arra, Laila Volpe, Fiona C. Baker, Massimiliano de Zambotti. 2023 « Physiological responses to acute psychosocial stress in adolescents with insomnia ». Sleep vol. 46 , nº suppl. 1. p. A70
Lucas B. V. de Amorim, George D. C. Cavalcanti, Rafael M. O. Cruz. 2023 « The choice of scaling technique matters for classification performance ». Applied Soft Computing vol. 133
Mariana de Araujo Souza, Robert Sabourin, George Darmiton da Cunha Cavalcanti, Rafael Menelau Oliveira E. Cruz. 2023 « GNN-DES: A new end-to-end dynamic ensemble selection method based on multi-label graph neural network ». Graph-Based Representations in Pattern Recognition : 13th IAPR-TC-15 International Workshop, GbRPR, Proceedings (Vietri sul Mare, Italy, Sept. 06-08, 2023) Springer Science and Business Media
Jonathan de Matos, Luiz Eduardo Soares de Oliveira, Alceu de Souza Britto Junior, Alessandro Lameiras Koerich. 2023 « Large-margin representation learning for texture classification ». Pattern Recognition Letters vol. 170. p. 39-47

Sukesh Adiga V, Jose Dolz, Herve Lombaert. 2022 « Attention-based dynamic subspace learners for medical image analysis ». IEEE Journal of Biomedical and Health Informatics vol. 26 , nº 9. p. 4599-4610
Sukesh Adiga Vasudeva, Jose Dolz, Herve Lombaert. 2022 « Leveraging labeling representations in uncertainty-based semi-supervised segmentation ». Medical Image Computing and Computer Assisted Intervention – MICCAI 2022, 25th International Conference, Proceedings, Part VIII (Singapore, Singapore, Sept. 18-22, 2022) Springer Science and Business Media Deutschland GmbH
Voncarlos M. Araujo, Alceu S. Britto, Luiz S. Oliveira, Alessandro L. Koerich. 2022 « Two-view fine-grained classification of plant species ». Neurocomputing vol. 467. p. 427-441
Steve Tsham Mpinda Ataky, Alessandro Lameiras Koerich. 2022 « A novel bio-inspired texture descriptor based on biodiversity and taxonomic measures ». Pattern Recognition vol. 123
Mahsa Bahrami, Mohamad Forouzanfar. 2022 « Deep learning forecasts the occurrence of sleep apnea from single-lead ECG ». Cardiovascular Engineering and Technology vol. 13 , nº 6. p. 809-815
Mahsa Bahrami, Mohamad Forouzanfar. 2022 « Sleep apnea detection from single-lead ECG: A comprehensive analysis of machine learning and deep learning algorithms ». IEEE Transactions on Instrumentation and Measurement vol. 71
Guillaume Baril, Patrick Cardinal, Alessandro Lameiras Koerich. 2022 « Named entity recognition for audio de-identification ». International Joint Conference on Neural Networks (IJCNN) (Padua, Italy, July 18-23, 2022) Institute of Electrical and Electronics Engineers Inc.
Mathilde Bateson, Hoel Kervadec, Jose Dolz, Hervé Lombaert, Ismail Ben Ayed. 2022 « Source-free domain adaptation for image segmentation ». Medical Image Analysis vol. 82
Mathilde Bateson, Herve Lombaert, Ismail Ben Ayed. 2022 « Test-time adaptation with shape moments for image segmentation ». Medical Image Computing and Computer Assisted Intervention – MICCAI 2022, 25th International Conference, Proceedings, Part IV (Singapore, Singapore, Sept. 18-22, 2022) Springer Science and Business Media Deutschland GmbH
Zahra Batool, Kaiwen Zhang, Matthew Toews. 2022 « FL-MAB: Client selection and monetization for blockchain-based federated learning ». Proceedings of the ACM Symposium on Applied Computing (En ligne, Apr. 25-29, 2022) Association for Computing Machinery
Soufiane Belharbi, Marco Pedersoli, Ismail Ben Ayed, Luke McCaffrey, Éric Granger. 2022 « Negative evidence matters in interpretable histology image classification ». Medical Imaging with Deep Learning MIDL (Zurich, Switzerland, July 06-08, 2022) ML Research Press
Soufiane Belharbi, Aydin Sarraf, Marco Pedersoli, Ismail Ben Ayed, Luke McCaffrey, Eric Granger. 2022 « F-CAM: Full resolution class activation maps via guided parametric upscaling ». IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) (Waikoloa, HI, USA, Jan. 03-08, 2022) Institute of Electrical and Electronics Engineers Inc.
Soufiane Belharbi, Jérôme Rony, Jose Dolz, Ismail Ben Ayed, Luke McCaffrey, Eric Granger. 2022 « Deep interpretable classification and weakly-supervised segmentation of histology images via max-min uncertainty ». IEEE Transactions on Medical Imaging vol. 41 , nº 3. p. 702-714
Malik Boudiaf, Romain Mueller, Ismail Ben Ayed, Luca Bertinetto. 2022 « Parameter-free online test-time adaptation ». IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (New Orleans, LA, USA, June 18-24, 2022)
Ahmad Chaddad, Paul Daniel, Mingli Zhang, Saima Rathore, Paul Sargos, Christian Desrosiers, Tamim Niazi. 2022 « Deep radiomic signature with immune cell markers predicts the survival of glioma patients ». Neurocomputing vol. 469. p. 366-375
Ahmad Chaddad, Lama Hassan, Christian Desrosiers. 2022 « Deep radiomic analysis for predicting coronavirus disease 2019 in computerized tomography and X-ray images ». IEEE Transactions on Neural Networks and Learning Systems vol. 33 , nº 1. p. 3-11
Laurent Chauvin, Kuldeep Kumar, Christian Desrosiers, William Wells, Matthew Toews. 2022 « Efficient pairwise neuroimage analysis using the soft jaccard index and 3D keypoint sets ». IEEE Transactions on Medical Imaging vol. 41 , nº 4. p. 836-845
Rafael M. O. Cruz, Woshington V. de Sousa, George D. C. Cavalcanti. 2022 « Selecting and combining complementary feature representations and classifiers for hate speech detection ». Online Social Networks and Media vol. 28
Caio Da S. Dias, Alceu De S. Britto, Jean P. Barddal, Laurent Heutte, Alessandro L. Koerich. 2022 « Pattern spotting and image retrieval in historical documents using deep hashing ». IEEE International Conference on Systems, Man, and Cybernetics (SMC) (Prague, Czech Republic, Oct. 09-12, 2022) Institute of Electrical and Electronics Engineers Inc.
Reza Davtalab, Rafael M. O. Cruz, Robert Sabourin. 2022 « Dynamic ensemble selection using fuzzy hyperboxes ». International Joint Conference on Neural Networks (IJCNN) (Padua, Italy, July 18-23, 2022) IEEE
Bruna Rossetto Delazeri, Leonardo Leon Vera, Jean Paul Barddal, Alessandro L. Koerich, S. Britto Alceu de. 2022 « Evaluation of self-taught learning-based representations for facial emotion recognition ». International Joint Conference on Neural Networks (IJCNN) (Padua, Italy, July 18-23, 2022) IEEE
Mohammad Esmaeilpour, Patrick Cardinal, Alessandro Lameiras Koerich. 2022 « From environmental sound representation to robustness of 2D CNN models against adversarial attacks ». Applied Acoustics vol. 195
Mohammad Esmaeilpour, Patrick Cardinal, Alessandro Lameiras Koerich. 2022 « Towards robust speech-to-text adversarial attack ». 47th IEEE International Conference on Acoustics, Speech, and Signal Processing (Singapore, Singapore, May 23-27, 2022) Institute of Electrical and Electronics Engineers Inc.
Mohammad Esmaeilpour, Patrick Cardinal, Alessandro Lameiras Koerich. 2022 « Multidiscriminator sobolev defense-GAN against adversarial attacks for end-to-end speech systems ». IEEE Transactions on Information Forensics and Security vol. 17. p. 2044-2058
Mohammad Esmaeilpour, Nourhene Chaalia, Adel Abusitta, Franois-Xavier Devailly, Wissem Maazoun, Patrick Cardinal. 2022 « Bi-discriminator GAN for tabular data synthesis ». Pattern Recognition Letters vol. 159. p. 204-210
Mohammad Esmaeilpour, Nourhene Chaalia, Patrick Cardinal. 2022 « RSD-GAN: Regularized sobolev defense GAN against speech-to-text adversarial attacks ». IEEE Signal Processing Letters vol. 29. p. 1998-2002
Nosratallah Forghani, Keivan Maghooli, Nader Jafarnia Dabanloo, Ali Vasheghani Farahani, Mohamad Forouzanfar. 2022 « DeepPAD: Detection of peripheral arterial disease using deep learning ». IEEE Sensors Journal vol. 22 , nº 16. p. 16254-16262
Mélanie Gaillochet, Christian Desrosiers, Hervé Lombaert. 2022 « TAAL: Test-time augmentation for active learning in medical image segmentation ». Data Augmentation, Labelling, and Imperfections, Second MICCAI Workshop, DALI 2022, Held in Conjunction with MICCAI 2022, Proceedings (Singapore, Singapore, Sept. 22, 2022) Springer
A. Galdran, H. Chakor, W. Kabir, R. Kobbi, B. Liu, J. Dolz, I. Ben Ayed. 2022 « An automatic deep learning-based system for screening and management of DME ». Diabetes Research and Clinical Practice vol. 186 , nº Suppl. 1. p. 4-5
Adrian Galdran, André Anjos, José Dolz, Hadi Chakor, Hervé Lombaert, Ismail Ben Ayed. 2022 « State-of-the-art retinal vessel segmentation with minimalistic models ». Scientific Reports vol. 12 , nº 1
Nassibeh Golizadeh, Mahdi Golizadeh, Mohamad Forouzanfar. 2022 « Adversarial grammatical error generation: Application to Persian language ». International Journal on Natural Language Computing vol. 11 , nº 4. p. 19-28
Karthik Gopinath, Christian Desrosiers, Herve Lombaert. 2022 « Learnable pooling in graph convolutional networks for brain surface analysis ». IEEE Transactions on Pattern Analysis and Machine Intelligence vol. 44 , nº 2. p. 864-876
Frank M. Hafner, Amran Bhuyian, Julian F. P. Kooij, Eric Granger. 2022 « Cross-modal distillation for RGB-depth person re-identification ». Computer Vision and Image Understanding vol. 216
H. Kervadec, J. Dolz, J. Yuan, C. Desrosiers, E. Granger, I. Ben Ayed. 2022 « Constrained deep networks: Lagrangian optimization via Log-barrier extensions ». 30th European Signal Processing Conference (EUSIPCO) (Belgrade, Serbia, Aug. 29-Sept. 02, 2022) European Signal Processing Conference, EUSIPCO
B. Khajehpiri, H. A. Moghaddam, M. Forouzanfar, R. Lashgari, J. Ramos-Cejudo, R. S. Osorio, B. A. Ardekani. 2022 « Survival analysis in cognitively normal subjects and in patients with mild cognitive impairment using a proportional hazards model with extreme gradient boosting regression ». Journal of Alzheimer's Disease vol. 85 , nº 2. p. 833-846
Madhu Kiran, Le Thanh Nguyen-Meidine, Rajat Sahay, Rafael Menelau Oliveira E. Cruz, Louis-Antoine Blais-Morin, Eric Granger. 2022 « Dynamic template selection through change detection for adaptive siamese tracking ». International Joint Conference on Neural Networks (IJCNN) (Padua, Italy, July 18-23, 2022) IEEE
Madhu Kiran, Le Thanh Nguyen-Meidine, Rajat Sahay, Rafael Menelau Oliveira E. Cruz, Louis-Antoine Blais-Morin, Eric Granger. 2022 « Generative target update for adaptive siamese tracking ». Pattern Recognition and Artificial Intelligence : Third International Conference, ICPRAI 2022 : Proceedings, Par I (Paris, France, June 01-03, 2022) Springer Science and Business Media Deutschland GmbH
Koffi Kossi, Stéphane Coulombe, Christian Desrosiers, Ghyslain Gagnon. 2022 « No-reference video quality assessment using distortion learning and temporal attention ». IEEE Access vol. 10. p. 41010-41022
Xuan Li, Christian Desrosiers, Xue Liu. 2022 « Symmetric contrastive loss for out-of-distribution skin lesion detection ». 19th IEEE International Symposium on Biomedical Imaging (ISBI) (Kolkata, India, Mar. 28-31, 2022) IEEE Computer Society
Bingyuan Liu, Ismail Ben Ayed, Adrian Galdran, Jose Dolz. 2022 « The devil is in the margin: Margin-based label smoothing for network calibration ». IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (New Orleans, LA, USA, June 18-24, 2022)
Jinhua Liu, Zhiming Cui, Christian Desrosiers, Shuyi Lu, Yuanfeng Zhou. 2022 « Grayscale self-adjusting network with weak feature enhancement for 3D lumbar anatomy segmentation ». Medical Image Analysis vol. 81
Jinhua Liu, Christian Desrosiers, Yuanfeng Zhou. 2022 « Semi-supervised medical image segmentation using cross-model pseudo-supervision with shape awareness and local context constraints ». Medical Image Computing and Computer Assisted Intervention – MICCAI 2022, 25th International Conference, Proceedings, Part VIII (Singapore, Singapore, Sept. 18-22, 2022) Springer Science and Business Media Deutschland GmbH
Ségolène Martin, Malik Boudiaf, Emilie Chouzenoux, Jean-Christophe Pesquet, Ismail Ben Ayed. 2022 « Towards practical few-shot query sets: Transductive minimum description length inference ». Advances in Neural Information Processing Systems 35 (NeurIPS 2022) (New Orleans, LA, USA, Nov. 28-Dec. 09, 2022) Neural information processing systems foundation
Akhil Meethal, Marco Pedersoli, Zhongwen Zhu, Francisco Perdigon Romero, Eric Granger. 2022 « Semi-weakly supervised object detection by sampling pseudo ground-truth boxes ». International Joint Conference on Neural Networks (IJCNN) (Padua, Italy, July 18-23, 2022) Institute of Electrical and Electronics Engineers Inc.
Le Thanh Nguyen-Meidine, Madhu Kiran, Marco Pedersoli, Jose Dolz, Louis-Antoine Blais-Morin, Eric Granger. 2022 « Incremental multi-target domain adaptation for object detection with efficient domain transfer ». Pattern Recognition vol. 129
Athanasios N. Nikolakopoulos, Xia Ning, Christian Desrosiers, George Karypis. 2022 « Trust your neighbors: A comprehensive survey of neighborhood-based methods for recommender systems ». In Recommender systems handbook. p. 39-89. Springer US
Thiago M. Paixao, Rodrigo F. Berriel, Maria C. S. Boeres, Alessandro L. Koerich, Claudine Badue, Alberto F. De Souza, Thiago Oliveira-Santos. 2022 « A human-in-the-loop recommendation-based framework for reconstruction of mechanically shredded documents ». Pattern Recognition Letters vol. 164. p. 1-8
Gaurav Patel, Jose Dolz. 2022 « Weakly supervised segmentation with cross-modality equivariant constraints ». Medical Image Analysis vol. 77
Yinqing Pei, David Côté, Philippe Alain Ngani Sigue, Ali Mahmoudialami, Christine Tremblay, Christian Desrosiers. 2022-10-18 « Identifying root causes of network service degradation ». Brevet américain US 11,477,070.
R. G. Praveen, W. C. de Melo, N. Ullah, H. Aslam, O. Zeeshan, T. Denorme, M. Pedersoli, A. L. Koerich, S. Bacon, P. Cardinal, E. Granger. 2022 « A joint cross-attention model for audio-visual fusion in dimensional emotion recognition ». IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) (New Orleans, LA, USA, June 19-20, 2022) IEEE
Mohsen Riazi, Hossein Mehrjoo, Reza Nakhaei, Hossein Jalalifar, MohammadHadi Shateri, Masoud Riazi, Mehdi Ostadhassan, Abdolhossein Hemmati-Sarapardeh. 2022 « Modelling rate of penetration in drilling operations using RBF, MLP, LSSVM, and DT models ». Scientific Reports vol. 12 , nº 1
Pourya Shamsolmoali, Masoumeh Zareapoor, Yang Jie, Eric Granger, Jocelyn Chanussot. 2022 « Enhanced single-shot detector for small object detection in remote sensing images ». IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium (Kuala Lumpur, Malaysia, July 17-22, 2022) IEEE
Pourya Shamsolmoali, Masoumeh Zareapoor, Jie Yang, Eric Granger, Huiyu Zhou. 2022 « Salient skin lesion segmentation via dilated scale-wise feature fusion network ». 26th International Conference on Pattern Recognition (ICPR) (Montreal, QC, Canada, Aug. 21-25, 2022) Institute of Electrical and Electronics Engineers Inc.
Mohammadhadi Shateri, Fabrice Labeau. 2022 « Privacy-preserving adversarial network (PPAN) for continuous non-Gaussian attributes ». IEEE/ACM International Conference on Big Data Computing, Applications and Technologies (BDCAT) (Vancouver, WA, USA, Mar. 06-09, 2022)
Mohammadhadi Shateri, Francisco Messina, Pablo Piantanida, Fabrice Labeau. 2022 « Privacy-cost management in smart meters with mutual-information-based reinforcement learning ». IEEE Internet of Things Journal vol. 9 , nº 22. p. 22389-22398
Julio Silva-Rodríguez, Valery Naranjo, Jose Dolz. 2022 « Constrained unsupervised anomaly segmentation ». Medical Image Analysis vol. 80
Mariana A. Souza, Robert Sabourin, George D. C. Cavalcanti, Rafael M. O. Cruz. 2022 « Local overlap reduction procedure for dynamic ensemble selection ». International Joint Conference on Neural Networks (IJCNN) (Padua, Italy, July 18-23, 2022) IEEE
Martin Van Waerebeke, Gregory Lodygensky, Jose Dolz. 2022 « On the pitfalls of entropy-based uncertainty for multi-class semi-supervised segmentation ». Uncertainty for Safe Utilization of Machine Learning in Medical Imaging : 4th International Workshop, UNSURE 2022, Held in Conjunction with MICCAI 2022 : Proceedings (Singapore, Singapore, Sept. 18, 2022) Springer Science and Business Media Deutschland GmbH
Talles B. Viana, Victor L. F. Souza, Adriano L. I. Oliveira, Rafael M. O. Cruz, Robert Sabourin. 2022 « Contrastive learning of handwritten signature representations for writer-independent verification ». International Joint Conference on Neural Networks (IJCNN) (Padua, Italy, July 18-23, 2022) IEEE
Felipe N. Walmsley, George D. C. Cavalcanti, Robert Sabourin, Rafael M. O. Cruz. 2022 « An investigation into the effects of label noise on Dynamic Selection algorithms ». Information Fusion vol. 80. p. 104-120
M. Yazdanpanah, A. A. Rahman, M. Chaudhary, C. Desrosiers, M. Havaei, E. Belilovsky, S. E. Kahou. 2022 « Revisiting learnable affines for batch norm in few-shot transfer learning ». IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (New Orleans, LA, USA, June 18-24, 2022) IEEE
Wheidima Carneiro de Melo, Eric Granger, Abdenour Hadid. 2022 « A deep multiscale spatiotemporal network for assessing depression from facial dynamics ». IEEE Transactions on Affective Computing vol. 13 , nº 3

Safaa Allamy, Alessandro Lameiras Koerich. 2021 « 1D CNN architectures for music genre classification ». IEEE Symposium Series on Computational Intelligence (SSCI) (Orlando, FL, USA, Dec. 05-07, 2021) Institute of Electrical and Electronics Engineers Inc.
Benoit Anctil-Robitaille, Christian Desrosiers, Herve Lombaert. 2021 « Manifold-aware CycleGAN for high-resolution structural-to-DTI synthesis ». Computational Diffusion MRI : International MICCAI Workshop 2020 (Lima, Peru - En ligne, Oct. 08, 2020) Springer Science and Business Media
Theo Ayral, Marco Pedersoli, Simon Bacon, Eric Granger. 2021 « Temporal stochastic softmax for 3D CNNs : An application in facial expression recognition ». IEEE Winter Conference on Applications of Computer Vision (WACV) (En ligne, Jan. 05-09, 2021) Institute of Electrical and Electronics Engineers
Reza Azad, Abdur R. Fayjie, Claude Kauffmann, Ismail Ben Ayed, Marco Pedersoli, Jose Dolz. 2021 « On the texture bias for few-shot CNN segmentation ». IEEE Winter Conference on Applications of Computer Vision (WACV) (En ligne, Jan. 05-09, 2021) Institute of Electrical and Electronics Engineers
Mahsa Bahrami, Mohamad Forouzanfar. 2021 « Detection of sleep apnea from single-lead ECG : Comparison of deep learning algorithms ». IEEE International Symposium on Medical Measurements and Applications (MeMeA) (Lausanne, Switzerland - En ligne, June 23-25, 2021) Institute of Electrical and Electonics Engineers
Mark G. Bandyk, Dheeraj R. Gopireddy, Chandana Lall, K. C. Balaji, Jose Dolz. 2021 « MRI and CT bladder segmentation from classical to deep learning based approaches: Current limitations and lessons ». Computers in Biology and Medicine vol. 134
M. Bateson, J. Dolz, H. Kervadec, H. Lombaert, I. Ben Ayed. 2021 « Constrained domain adaptation for image segmentation ». IEEE Transactions on Medical Imaging vol. 40 , nº 7. p. 1875-1887
Soufiane Belharbi, Ismail Ben Ayed, Luke McCaffrey, Eric Granger. 2021 « Deep active learning for joint classification segmentation with weak annotator ». IEEE Winter Conference on Applications of Computer Vision (WACV) (Waikoloa, HI, USA, Jan. 03-08, 2021) IEEE Computer Society
Malik Boudiaf, Hoel Kervadec, Ziko Imtiaz Masud, Pablo Piantanida, Ismail Ben Ayed, Jose Dolz. 2021 « Few-shot segmentation without meta-learning: A good transductive inference is all you need? ». IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (Nashville, TN, USA, June 20-25, 2021) IEEE
Philippe Chabot, Rachel E. Bouserhal, Patrick Cardinal, Jérémie Voix. 2021 « Detection and classification of human-produced nonverbal audio events ». Applied Acoustics vol. 171
Ahmad Chaddad, Lama Hassan, Christian Desrosiers. 2021 « Deep CNN models for predicting COVID-19 in CT and X-ray images ». Journal of Medical Imaging vol. 8 , nº suppl. 1
Ahmad Chaddad, Jiali Li, Qizong Lu, Yujie Li, Idowu Paul Okuwobi, Camel Tanougast, Christian Desrosiers, Tamim Niazi. 2021 « Can autism be diagnosed with artificial intelligence? A narrative review ». Diagnostics vol. 11 , nº 11
Ahmad Chaddad, Paul Sargos, Christian Desrosiers. 2021 « Modeling texture in deep 3D CNN for survival analysis ». IEEE Journal of Biomedical and Health Informatics vol. 25 , nº 7. p. 2454-2462
Arthur Chapon, Daniel Pereira, Matthew Toews, Pierre Belanger. 2021 « Deconvolution of ultrasonic signals using a convolutional neural network ». Ultrasonics vol. 111
Hussein Chouman, Petar Djukic, Christine Tremblay, Christian Desrosiers. 2021 « Forecasting lightpath QoT with deep neural networks ». Optical Fiber Communications Conference and Exhibition (OFC) - Proceedings (San Francisco, CA, USA, June 06-10, 2021) IEEE
Pierre-Luc Delisle, Benoit Anctil-Robitaille, Christian Desrosiers, Herve Lombaert. 2021 « Realistic image normalization for multi-Domain segmentation ». Medical Image Analysis vol. 74
Jose Dolz, Christian Desrosiers, Ismail Ben Ayed. 2021 « Teach me to segment with mixed supervision: Confident students become masters ». 27th International Conference on Information Processing in Medical Imaging, IPMI 2021, Virtual, Online, 28 June 2021 - 30 June 2021 (En ligne, June 28-30, 2021) Springer
François Duhaime, Pouyan Pirnia, Javad Manashti, Mehdi Temimi, Jean-Sébastien Dubé, Matthew Toews. 2021 « Particle size distribution from photographs: comparison of synthetic and real granular material images ». GeoNiagara 2021 : 74e conférence canadienne de géotechnique et la 14e conférence conjointe SCG/AIH-SNC sur les eaux souterraines (Niagara Falls, ON, Canada, Sept. 26-29, 2021)
Mohammad Esmaeilpour, Patrick Cardinal, Alessandro Lameiras Koerich. 2021 « Class-conditional defense GaN against end-to-end speech attacks ». IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) (Toronto, ON, Canada - En ligne, June 06-11,, 2021) Institute of Electrical and Electronics Engineers Inc.
Mohammad Esmaeilpour, Patrick Cardinal, Alessandro Lameiras Koerich. 2021 « Cyclic defense GAN against speech adversarial attacks ». IEEE Signal Processing Letters vol. 28. p. 1769-1773
Jesús Fonseca, Miguel De-la-Torre, Salvador Cervantes, Eric Granger, Jezreel Mejia. 2021 « COMET-OCEP: A software process for research and development ». New Perspectives in Software Engineering : Proceedings of the 9th International Conference on Software Process Improvement (CIMPS 2020) (Mazatlán, Mexico, Oct. 21-23, 2020) Springer
Nosratallah Forghani, Keivan Maghooli, Nader Jafarnia Dabanloo, Ali Vasheghani Farahani, Mohamad Forouzanfar. 2021 « Intelligent oscillometric system for automatic detection of peripheral arterial disease ». IEEE Journal of Biomedical and Health Informatics vol. 25 , nº 8. p. 3209-3218
Nosratallah Forghani, Keivan Maghooli, Nader Jafarnia Dabanloo, Ali Vasheghani Farahani, Mohamad Forouzanfar. 2021 « Automated, portable, and low-cost system for home screening of peripheral arterial disease ». IEEE International Symposium on Medical Measurements and Applications (MeMeA) (Lausanne, Switzerland - En ligne, June 23-25, 2021) Institute of Electrical and Electronics Engineers Inc.
Elham Foroozanfar, Mohamad Forouzanfar, Tahereh Farkhondeh, Saeed Samarghandian, Fatemeh Forouzanfar. 2021 « ACE2 as a potential target for management of novel coronavirus (nCoV-2019) ». Current Drug Discovery Technologies vol. 18 , nº 6
Mohamad Forouzanfar, Fiona C. Baker, Massimiliano de Zambotti, Stephanie Claudatos, Bing-Bing Chai, James Bergen, Jeffrey Lubin. 2021 « Physiological synchrony: A new approach toward identifying unknown presentation attacks on biometric systems ». IEEE Transactions on Instrumentation and Measurement vol. 70
Gabriel Garcia, Adrian Colomer, Rafael Verdu-Monedero, Jose Dolz, Valery Naranjo. 2021 « A self-training framework for glaucoma grading in OCT B-scans ». 29th European Signal Processing Conference (EUSIPCO) (Dublin, Ireland, Aug. 23-27, 2021) IEEE
Bernardo B. Gatto, Eulanda M. dos Santos, Alessandro L. Koerich, Kazuhiro Fukui, Waldir S. S. Júnior. 2021 « Tensor analysis with n-mode generalized difference subspace ». Expert Systems with Applications vol. 171
Karthik Gopinath, Christian Desrosiers, Herve Lombaert. 2021 « SegRecon : Learning joint brain surface reconstruction and segmentation from images ». Medical Image Computing and Computer Assisted Intervention – MICCAI 2021 : 24th International Conference, Strasbourg, France, September 27 – October 1, 2021, Proceedings, Part VII (Strasbourg, France, Sept. 27-Oct. 01, 2021) Springer Science and Business Media
M. Hasan Azad, R. Farzam, H. Sadeghi, N. Zarif Yussefian, M. Forouzanfar. 2021 « Toward continuous estimation of cardiorespiratory parameters in oscillometry : A simulation study ». IEEE International Symposium on Medical Measurements and Applications (MeMeA) (Lausanne, Switzerland - En ligne, June 23-25, 2021) Institute of Electrical and Electonics Engineers
Abbas Hashemizadeh, Ahmad Maaref, Mohammadhadi Shateri, Aydin Larestani, Abdolhossein Hemmati-Sarapardeh. 2021 « Experimental measurement and modeling of water-based drilling mud density using adaptive boosting decision tree, support vector machine, and K-nearest neighbors: A case study from the South Pars gas field ». Journal of Petroleum Science and Engineering vol. 207
Mohammed Jabi, Marco Pedersoli, Amar Mitiche, Ismail Ben Ayed. 2021 « Deep clustering: On the link between discriminative models and K-means ». IEEE Transactions on Pattern Analysis and Machine Intelligence vol. 43 , nº 6. p. 1887-1896
Hoel Kervadec, Jihene Bouchtiba, Christian Desrosiers, Eric Granger, José Dolz, Ismail Ben Ayed. 2021 « Boundary loss for highly unbalanced segmentation ». Medical Image Analysis vol. 67
Hoel Kervadec, Houda Bahig, Laurent Letourneau-Guillon, Jose Dolz, Ismail Ben Ayed. 2021 « Beyond pixel-wise supervision: semantic segmentation with higher-order shape descriptors ». Proceedings of the Fourth Conference on Medical Imaging with Deep Learning (Lübeck, Germany, En ligne, July 07-09, 2021) PMLR
Bach Ngoc Kim, Jose Dolz, Christian Desrosiers, Pierre-Marc Jodoin. 2021 « Privacy preserving for medical image analysis via non-linear deformation proxy ». 32nd British Machine Vision Conference, BMVC (Online, Nov. 22-25, 2021) British Machine Vision Association, BMVA
Bach Ngoc Kim, Jose Dolz, Pierre-Marc Jodoin, Christian Desrosiers. 2021 « Privacy-net: An adversarial approach for identity-obfuscated segmentation of medical images ». IEEE Transactions on Medical Imaging vol. 40 , nº 7. p. 1737-1749
Madhu Kiran, Amran Bhuiyan, Le Thanh Nguyen-Meidine, Louis-Antoine Blais-Morin, Ismail Ben Ayed, Eric Granger. 2021 « Flow guided mutual attention for person re-identification ». Image and Vision Computing vol. 113
Madhu Kiran, Gnana R. Praveen, Le Thanh Nguyen-Meidine, Soufiane Belharbi, Louis-Antoine Blais Morin, Eric Granger. 2021 « Holistic guidance for occluded person re-identification ». The 32nd British Machine Vision Conference (En ligne, Nov. 22-25, 2021) BMVC
Agostina J. Larrazabal, César Martínez, Jose Dolz, Enzo Ferrante. 2021 « Orthogonal ensemble networks for biomedical image segmentation ». Medical Image Computing and Computer Assisted Intervention – MICCAI 2021: 24th International Conference, Strasbourg, France, September 27–October 1, 2021, Proceedings, Part III (Strasbourg, France, Sept. 27-Oct. 01, 2021) Springer Science and Business Media
Hugo Masson, Amran Bhuiyan, Le Thanh Nguyen-Meidine, Mehrsan Javan, Parthipan Siva, Ismail Ben Ayed, Eric Granger. 2021 « Exploiting prunability for person re-identification ». EURASIP Journal on Image and Video Processing vol. 2021 , nº 1
Jie Mei, Christian Desrosiers, Johannes Frasnelli. 2021 « Machine learning for the diagnosis of parkinson's disease: A review of literature ». Frontiers in Aging Neuroscience vol. 13
Jie Mei, Cecilia Tremblay, Nikola Stikov, Christian Desrosiers, Johannes Frasnelli. 2021 « Differentiation of Parkinson's disease and non-Parkinsonian olfactory dysfunction with structural MRI data ». Medical Imaging : Image Processing : Progress in Biomedical Optics and Imaging (En ligne, Feb. 15-19, 2021) SPIE
Saypraseuth Mounsaveng, Issam Laradji, Ismail Ben Ayed, David Vazquez, Marco Pedersoli. 2021 « Learning data augmentation with online bilevel optimization for image classification ». IEEE Winter Conference on Applications of Computer Vision (WACV) (Waikoloa, HI, USA, Jan. 03-08, 2021) Institute of Electrical and Electronics Engineers Inc.
L. T. Nguyen-Meidine, A. Belal, M. Kiran, J. Dolz, L. A. Blais-Morin, E. Granger. 2021 « Unsupervised multi-target domain adaptation through knowledge distillation ». IEEE Winter Conference on Applications of Computer Vision (WACV) (Waikoloa, HI, USA, Jan. 03-08, 2021) IEEE Computer Society
Le Thanh Nguyen-Meidine, Atif Belal, Madhu Kiran, Jose Dolz, Louis-Antoine Blais-Morin, Eric Granger. 2021 « Knowledge distillation methods for efficient unsupervised adaptation across multiple domains ». Image and Vision Computing vol. 108
Jizong Peng, Ping Wang, Christian Desrosiers, Marco Pedersoli. 2021 « Self-paced contrastive learning for semi-supervised medical image segmentation with meta-labels ». Advances in Neural Information Processing Systems 34 (NeurIPS 2021) (En ligne, Dec. 06-14, 2021) Neural information processing systems foundation
R. Gnana Praveen, Eric Granger, Patrick Cardinal. 2021 « Cross attentional audio-visual fusion for dimensional emotion recognition ». 16th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2021) (Jodhpur, India, Dec. 15-18, 2021) Institute of Electrical and Electronics Engineers Inc.
Gnana Praveen Rajasekhar, Eric Granger, Patrick Cardinal. 2021 « Deep domain adaptation with ordinal regression for pain assessment using weakly-labeled videos ». Image and Vision Computing vol. 110
Jerome Rony, Eric Granger, Marco Pedersoli, Ismail Ben Ayed. 2021 « Augmented Lagrangian Adversarial Attacks ». 18th IEEE/CVF International Conference on Computer Vision (ICCV) (Montreal, QC, Canada - en ligne, Oct. 10-17, 2021) Institute of Electrical and Electronics Engineers Inc.
Mirmohammad Saadati, Marco Pedersoli, Patrick Cardinal, Peter Oliver. 2021 « RADARSAT-2 Synthetic-Aperture radar land cover segmentation using deep convolutional neural networks ». Pattern Recognition. ICPR International Workshops and Challenges, Virtual Event, January 10-15, 2021, Proceedings Part VIII (Milan, Italy, Jan. 10-15, 2021) Springer
Pourya Shamsolmoali, Masoumeh Zareapoor, Eric Granger, Huiyu Zhou, Ruili Wang, M. Emre Celebi, Jie Yang. 2021 « Image synthesis with adversarial networks: A comprehensive survey and case studies ». Information Fusion vol. 72. p. 126-146
Mohammadhadi Shateri, Maha Ghaib, Dagmar Svecova, Douglas Thomson. 2021 « Acoustic emission signal entropy as a means to estimate loads in fiber reinforced polymer rods ». Sensors vol. 21 , nº 4
Mohammadhadi Shateri, Francisco Messina, Pablo Piantanida, Fabrice Labeau. 2021 « Learning sparse privacy-preserving representations for smart meters data ». IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids (SmartGridComm) (Aachen, Germany, Oct. 25-28, 2021) Institute of Electrical and Electronics Engineers Inc.
Julio Silva-Rodriguez, Adrián Colomer, Jose Dolz, Valery Naranjo. 2021 « Self-learning for weakly supervised gleason grading of local patterns ». IEEE Journal of Biomedical and Health Informatics vol. 25 , nº 8. p. 3094-3104
Julio Silva-Rodríguez, Valery Naranjo, Jose Dolz. 2021 « Looking at the whole picture: Constrained unsupervised anomaly segmentation ». 32nd British Machine Vision Conference, BMVC 2021 (Virtual, Nov. 22-25, 2021) British Machine Vision Association, BMVA
Ashish Sinha, José Dolz. 2021 « Multi-scale self-guided attention for medical image segmentation ». IEEE Journal of Biomedical and Health Informatics vol. 25 , nº 1. p. 121-130
Victor L. F. Souza, Adriano L. I. Oliveira, Rafael M. O. Cruz, Robert Sabourin. 2021 « An investigation of feature selection and transfer learning for writer-independent offline handwritten signature verification ». 25th International Conference on Pattern Recognition (ICPR) (Milan, Italy - En ligne, Jan. 10-15, 2021) Institute of Electrical and Electronics Engineers Inc.
Thomas Teixeira, Eric Granger, Alessandro Lameiras Koerich. 2021 « Continuous emotion recognition with spatiotemporal convolutional neural networks ». Applied Sciences vol. 11 , nº 24
Antoine Theberge, Christian Desrosiers, Maxime Descoteaux, Pierre-Marc Jodoin. 2021 « Track-to-Learn: A general framework for tractography with deep reinforcement learning ». Medical Image Analysis vol. 72
Luc Trudeau, Stéphane Coulombe, Christian Desrosiers. 2021-03-09 « Methods and systems for determining motion vectors in a motion estimation process of a video encoder ». Brevet américain US 10,944,986.
Olivier Veilleux, Malik Boudiaf, Pablo Piantanida, Ismail Ben Ayed. 2021 « Realistic evaluation of transductive few-shot learning ». Advances in Neural Information Processing Systems 34 (NeurIPS 2021) (Sydney, Australia, Dec. 06-14, 2021) Neural information processing systems foundation
Ping Wang, Jizong Peng, Marco Pedersoli, Yuanfeng Zhou, Caiming Zhang, Christian Desrosiers. 2021 « Context-aware virtual adversarial training for anatomically-plausible segmentation ». Medical Image Computing and Computer Assisted Intervention – MICCAI 2021: 24th International Conference, Strasbourg, France, September 27–October 1, 2021, Proceedings, Part I (Strasbourg, France, Sept. 27-Oct. 01, 2021) Springer Science and Business Media Deutschland GmbH
Ping Wang, Jizong Peng, Marco Pedersoli, Yuanfeng Zhou, Caiming Zhang, Christian Desrosiers. 2021 « Self-paced and self-consistent co-training for semi-supervised image segmentation ». Medical Image Analysis vol. 73
Shanshan Wang, Cheng Li, Rongpin Wang, Zaiyi Liu, Meiyun Wang, Hongna Tan, Yaping Wu, Xinfeng Liu, Hui Sun, Rui Yang, Xin Liu, Jie Chen, Huihui Zhou, Ismail Ben Ayed, Hairong Zheng. 2021 « Annotation-efficient deep learning for automatic medical image segmentation ». Nature Communications vol. 12 , nº 1
Guangshun Wei, Long Ma, Chen Wang, Christian Desrosiers, YuanFeng Zhou. 2021 « Multi-task joint learning of 3D keypoint saliency and correspondence estimation ». Computer-Aided Design vol. 141
Banti Laure Mathilde Yaméogo, Douglas W. Charlton, David Doucet, Christian Desrosiers, Maurice O' Sullivan, Christine Tremblay. 2021-01-25 « Detecting Performance Degradation in Fiber-Optic Cables ». Substance ÉTS
Banti Laure Mathilde Yaméogo, Douglas W. Charlton, David Doucet, Christian Desrosiers, Maurice O' Sullivan, Christine Tremblay. 2021-01-25 « Détection de dégradations de performance dans les câbles de fibre optique ». Substance ÉTS
Dilara Yuksel, Fiona C. Baker, Aimee Goldstone, Stephanie A. Claudatos, Mohamad Forouzanfar, Devin E. Prouty, Ian M. Colrain, Massimiliano de Zambotti. 2021 « Stress, sleep, and autonomic function in healthy adolescent girls and boys: Findings from the NCANDA study ». Sleep Health vol. 7 , nº 1. p. 72-78
A. Zambelis, M. Saadati, G. M. Dallago, P. Stecko, V. Boyer, J. P. Parent, M. Pedersoli, E. Vasseur. 2021 « Automation of video-based location tracking tool for dairy cows in their housing stalls using deep learning ». Smart Agricultural Technology vol. 1
I. M. Ziko, J. Yuan, E. Grangers, I. Ben Ayed, Intelligence Assoc Advancement Artificial. 2021 « Variational fair clustering ». 35th AAAI Conference on Artificial Intelligence / 33rd Conference on Innovative Applications of Artificial Intelligence / 11th Symposium on Educational Advances in Artificial Intelligence (En ligne, Feb. 02-09, 2021) Association for the Advancement of Artificial Intelligence
Jonathan de Matos, Steve Tsham Mpinda Ataky, Alceu de Souza Britto, Luiz Eduardo Soares de Oliveira, Alessandro Lameiras Koerich. 2021 « Machine learning methods for histopathological image analysis: A review ». Electronics vol. 10 , nº 5
Massimiliano de Zambotti, Mohamad Forouzanfar, Harold Javitz, Aimée Goldstone, Stephanie Claudatos, Vanessa Alschuler, Fiona C. Baker, Ian M. Colrain. 2021 « Impact of evening alcohol consumption on nocturnal autonomic and cardiovascular function in adult men and women: a dose–response laboratory investigation ». Sleep vol. 44 , nº 1

Mathilde Bateson, Hoel Kervadec, José Dolz, Hervé Lombaert, Ismail Ben Ayed. 2020 « Source-relaxed domain adaptation for image segmentation ». Medical Image Computing and Computer Assisted Intervention – MICCAI 2020, 23rd International Conference, Proceedings, Part I (Lima, Peru, Oct. 04-08, 2020) Springer Science and Business Media Deutschland GmbH
Amran Bhuiyan, Yang Liu, Parthipan Siva, Mehrsan Javan, Ismail Ben Ayed, Éric Granger. 2020 « Pose guided gated fusion for person re-identification ». IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) (Snowmass Village, CO, USA, Mar. 01-05, 2020) Institute of Electrical and Electronics Engineers Inc.
Malik Boudiaf, Jérôme Rony, Imtiaz Masud Ziko, Eric Granger, Marco Pedersoli, Pablo Piantanida, Ismail Ben Ayed. 2020 « A unifying mutual information view of metric learning: Cross-entropy vs. Pairwise losses ». Computer Vision – ECCV 2020 : 16th European Conference, Glasgow, UK, August 23–28, 2020, Proceedings, Part VI (Glasgow, United Kingdom, Aug. 23-28, 2020) Springer
Malik Boudiaf, Ziko Imtiaz Masud, Jérôme Rony, Jose Dolz, Pablo Piantanida, Ismail Ben Ayed. 2020 « Transductive information maximization for few-shot learning ». Neural Information Processing Systems Online Conference (NeuroIPS) (En ligne, Dec. 06-12, 2020)
Quentin Boyadjian, Nicolas Vanderesse, Matthew Toews, Philippe Bocher. 2020 « Detecting defects in materials using deep convolutional neural networks ». Image Analysis and Recognition : 17th International Conference, ICIAR 2020, Póvoa de Varzim, Portugal, June 24–26, 2020, Proceedings, Part I (Póvoa de Varzim, Portugal, June 24-26, 2020) Springer
Marc-André Carbonneau, Eric Granger, Yazid Attabi, Ghyslain Gagnon. 2020 « Feature learning from spectrograms for assessment of personality traits ». IEEE Transactions on Affective Computing vol. 11 , nº 1. p. 25-31
A. Chaddad, M. Zhang, C. Desrosiers, T. Niazi. 2020 « Deep radiomic features from MRI scans predict survival outcome of recurrent glioblastoma ». Radiomics and Radiogenomics in Neuro-oncology, First International Workshop, RNO-AI 2019, Held in Conjunction with MICCAI 2019, Proceedings (Shenzen, China, Oct. 13, 2019) Springer
Ahmad Chaddad, Michael J. Kucharczyk, Christian Desrosiers, Idowu Paul Okuwobi, Yousef Katib, Mingli Zhang, Saima Rathore, Paul Sargos, Tamim Niazi. 2020 « Deep radiomic analysis to predict gleason score in prostate cancer ». IEEE Access vol. 8. p. 167767-167778
Tanushri Chakravorty, Guillaume-Alexandre Bilodeau, Éric Granger. 2020 « Robust face tracking using multiple appearance models and graph relational learning ». Machine Vision and Applications vol. 31 , nº 4
Laurent Chauvin, Kuldeep Kumar, Christian Wachinger, Marc Vangel, Jacques de Guise, Christian Desrosiers, William Wells, Matthew Toews. 2020 « Neuroimage signature from salient keypoints is highly specific to individuals and shared by close relatives ». NeuroImage vol. 204
Sevegni Odilon Clement Allognon, Alceu S. De Britto, Alessandro Lameiras Koerich. 2020 « Continuous emotion recognition via deep convolutional autoencoder and support vector regressor ». International Joint Conference on Neural Networks (IJCNN) (Glasgow, United Kingdom, July 19-24, 2020) Institute of Electrical and Electronics Engineers Inc.
Rafael M. O. Cruz, Luiz G. Hafemann, Robert Sabourin, George D. C. Cavalcanti. 2020 « DESlib: A dynamic ensemble selection library in python ». Journal of Machine Learning Research vol. 21
Atefeh Dargahi-Zarandi, Abdolhossein Hemmati-Sarapardeh, Mohammadhadi Shateri, Nait Amar Menad, Mohammad Ahmadi. 2020 « Modeling minimum miscibility pressure of pure/impure CO2-crude oil systems using adaptive boosting support vector regression: Application to gas injection processes ». Journal of Petroleum Science and Engineering vol. 184
Wheidima Carneiro De Melo, Eric Granger, Miguel Bordallo Lopez. 2020 « Encoding temporal information for automatic depression recognition from facial analysis ». IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) (Barcelona, Spain, May 04-08, 2020) Institute of Electrical and Electronics Engineers Inc.
Pierre-Luc Delisle, Benoit Anctil-Robitaille, Christian Desrosiers, Hervé Lombaert. 2020 « Adversarial normalization for multi domain image segmentation ». IEEE 17th International Symposium on Biomedical Imaging (ISBI) (Iowa City, IA, USA, Apr. 03-07, 2020) IEEE
Yang Ding, Ronaldo Acosta, Vicente Enguix, Sabrina Suffren, Janosch Ortmann, David Luck, Jose Dolz, Gregory A. Lodygensky. 2020 « Using deep convolutional neural networks for neonatal brain image segmentation ». Frontiers in Neuroscience vol. 14
Jose Dolz, Christian Desrosiers, Li Wang, Jing Yuan, Dinggang Shen, Ismail Ben Ayed. 2020 « Deep CNN ensembles and suggestive annotations for infant brain MRI segmentation ». Computerized Medical Imaging and Graphics vol. 79
Marie-Michèle Dufour, Marc J. Lanovaz, Patrick Cardinal. 2020 « Artificial intelligence for the measurement of vocal stereotypy ». Journal of the Experimental Analysis of Behavior vol. 114 , nº 3. p. 368-380
George Ekladious, Hugo Lemoine, Eric Granger, Kaveh Kamali, Salim Moudache. 2020 « Dual-triplet metric learning for unsupervised domain adaptation in video face recognition ». International Joint Conference on Neural Networks (IJCNN) (Glasgow, United Kingdom, July 19-24, 2020) IEEE
Mohammad Esmaeilpour, Patrick Cardinal, Alessandro Lameiras Koerich. 2020 « A robust approach for securing audio classification against adversarial attacks ». IEEE Transactions on Information Forensics and Security vol. 15. p. 2147-2159
Mohammad Esmaeilpour, Patrick Cardinal, Alessandro Lameiras Koerich. 2020 « Unsupervised feature learning for environmental sound classification using Weighted Cycle-Consistent Generative Adversarial Network ». Applied Soft Computing vol. 86
Mohammad Esmaeilpour, Patrick Cardinal, Alessandro Lameiras Koerich. 2020 « Detection of adversarial attacks and characterization of adversarial subspace ». IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (Barcelona, Spain, May 04-08, 2020) IEEE
Sarah Frisken, Ma Luo, Parikshit Juvekar, Adomas Bunevicius, Ines Machado, Prashin Unadkat, Melina M. Bertotti, Matt Toews, William M. Wells, Michael I. Miga, Alexandra J. Golby. 2020 « A comparison of thin-plate spline deformation and finite element modeling to compensate for brain shift during tumor resection ». International Journal of Computer Assisted Radiology and Surgery vol. 15 , nº 1. p. 75-85
Adrian Galdran, Jihed Chelbi, Riadh Kobi, José Dolz, Hervé Lombaert, Ismail Ben Ayed, Hadi Chakor. 2020 « Non-uniform label smoothing for diabetic retinopathy grading from retinal fundus images with deep neural networks ». Translational Vision Science and Technology vol. 9 , nº 2
Adrian Galdran, Jose Dolz, Hadi Chakor, Hervé Lombaert, Ismail Ben Ayed. 2020 « Cost-sensitive regularization for diabetic retinopathy grading from eye fundus images ». Medical Image Computing and Computer Assisted Intervention – MICCAI 2020, 23rd International Conference, Proceedings, Part V (Lima, Peru, Oct. 04-08, 2020) Springer International Publishing
Firouzeh Golaghazadeh, Petar Djukic, Christine Tremblay, Christian Desrosiers. 2020 « Forecasting SNR margins has low-complexity ». Proceedings OSA Advanced Photonics Congress (AP) 2020 (IPR, NP, NOMA, Networks, PVLED, PSC, SPPCom, SOF) (Washington, DC, USA, July 13-16, 2020) OSA - The Optical Society
Karthik Gopinath, Christian Desrosiers, Hervé Lombaert. 2020 « Graph domain adaptation for alignment-invariant brain surface segmentation ». Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, and Graphs in Biomedical Image Analysis : Second International Workshop, UNSURE 2020, and Third International Workshop, GRAIL 2020, Held in Conjunction with MICCAI 2020, Proceedings (Lima, Peru, Oct. 08, 2020) Springer
Jin-Gong Jia, Yuan-Feng Zhou, Xing-Wei Hao, Feng Li, Christian Desrosiers, Cai-Ming Zhang. 2020 « Two-stream temporal convolutional networks for skeleton-based human action recognition ». Journal of Computer Science and Technology vol. 35 , nº 3. p. 538-550
Kaveh Kamali, Ali Akbar Akbari, Christian Desrosiers, Alireza Akbarzadeh, Martin J. D. Otis, Johannes C. Ayena. 2020 « Low-rank and sparse recovery of human gait data ». Sensors vol. 20 , nº 16
Kaveh Kamali, Ilian A. Bonev, Christian Desrosiers. 2020 « Real-time motion planning for robotic teleoperation using dynamic-goal deep reinforcement learning ». 17th Conference on Computer and Robot Vision (CRV) (Ottawa, ON, Canada, May 13, 2020 - May 15, 2020) Institute of Electrical and Electronics Engineers Inc.
Hoel Kervadec, Jose Dolz, Shanshan Wang, Eric Granger, Ismail Ben Ayed. 2020 « Bounding boxes for weakly supervised segmentation: Global constraints get close to full supervision ». Medical Imaging with Deep Learning, 6-8 July 2020, Montreal, QC, Canada (Montreal, QC, Canada, July 06-08, 2020) PLMR
Nguyen-Meidine Le Thanh, Eric Granger, Madhu Kiran, Jose Dolz, Louis-Antoine Blais-Morin. 2020 « Joint progressive knowledge distillation and unsupervised domain adaptation ». International Joint Conference on Neural Networks (IJCNN) (Glasgow, United Kingdom, July 19-24, 2020) IEEE
Xuan Li, Yuchen Lu, Christian Desrosiers, Xue Liu. 2020 « Out-of-distribution detection for skin lesion images with deep isolation forest ». Machine Learning in Medical Imaging : 11th International Workshop, MLMI, , Held in Conjunction with MICCAI 2020 : Proceedings (Lima, Peru, Oct. 04, 2020) Springer
Jinhua Liu, Christian Desrosiers, Yuanfeng Zhou. 2020 « Att-MoE: Attention-based Mixture of Experts for nuclear and cytoplasmic segmentation ». Neurocomputing vol. 411. p. 139-148
Akhil Meethal, Marco Pedersoli, Soufiane Belharbi, Eric Granger. 2020 « Convolutional STN for weakly supervised object localization ». 25th International Conference on Pattern Recognition (ICPR) (Milan, Italy - En ligne, Jan. 10-15, 2021) IEEE
Djebril Mekhazni, Amran Bhuiyan, George Ekladious, Eric Granger. 2020 « Unsupervised domain adaptation in the dissimilarity space for person re-identification ». Computer Vision – ECCV 2020 : 16th European Conference, Glasgow, UK, August 23–28, 2020, Proceedings, Part VI (Glasgow, United Kingdom, Aug. 23-28, 2020) Springer
Alexandre R. Mello, Marcelo R. Stemmer, Alessandro L. Koerich. 2020 « Incremental and decremental fuzzy bounded twin support vector machine ». Information Sciences vol. 526. p. 20-38
Ameni Mezni, Douglas W. Charlton, Christine Tremblay, Christian Desrosiers. 2020 « Deep learning for multi-step performance prediction in operational optical networks ». Conference on Lasers and Electro-Optics (CLEO) (San Jose, CA, USA, May 10-15, 2020) IEEE
Karl Michel Koerich, Mohammad Esmailpour, Sajjad Abdoli, Alceu De S. Britto, Alessandro Lameiras Koerich. 2020 « Cross-representation transferability of adversarial attacks: From spectrograms to audio waveforms ». International Joint Conference on Neural Networks (IJCNN) (Glasgow, United Kingdom, July 19-24, 2020) IEEE
Fania Mokhayeri, Eric Granger. 2020 « A paired sparse representation model for robust face recognition from a single sample ». Pattern Recognition vol. 100
Fania Mokhayeri, Eric Granger. 2020 « Video face recognition using siamese networks with block-sparsity matching ». IEEE Transactions on Biometrics, Behavior, and Identity Science vol. 2 , nº 2. p. 133-144
Fania Mokhayeri, Kaveh Kamali, Éric Granger. 2020 « Cross-Domain face synthesis using a controllable GAN ». IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) (Snowmass Village, CO, USA, Mar. 01-05, 2020) Institute of Electrical and Electronics Engineers Inc.
Steve Tsham Mpinda Ataky, Jonathan De Matos, Alceu De S. Britto, Luiz E. S. Oliveira, Alessandro L. Koerich. 2020 « Data augmentation for histopathological images based on gaussian-laplacian pyramid blending ». International Joint Conference on Neural Networks (IJCNN) (Glasgow, United Kingdom, July 19-24, 2020) Institute of Electrical and Electronics Engineers Inc.
Le Thanh Nguyen-Meidine, Eric Granger, Madhu Kiran, Marco Pedersoli, Louis-Antoine Blais-Morin. 2020 « Progressive gradient pruning for classification, detection and domain adaptation ». 25th International Conference on Pattern Recognition (ICPR) (Milan, Italy - en ligne, Jan. 10-15, 2021) Institute of Electrical and Electronics Engineers Inc.
Thiago M. Paixao, Rodrigo F. Berriel, Maria C. S. Boeres, Alessandro L. Koerich, Claudine Badue, Alberto F. De Souza, Thiago Oliveira-Santos. 2020 « Fast(er) reconstruction of shredded text documents via self-supervised deep asymmetric metric learning ». IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (En ligne, June 13-19, 2020) IEEE Computer Society
Thiago M. Paixão, Rodrigo F. Berriel, Maria C. S. Boeres, Alessandro L. Koerich, Claudine Badue, Alberto F. De Souza, Thiago Oliveira-Santos. 2020 « Self-supervised deep reconstruction of mixed strip-shredded text documents ». Pattern Recognition vol. 107
Jizong Peng, Guillermo Estrada, Marco Pedersoli, Christian Desrosiers. 2020 « Deep co-training for semi-supervised image segmentation ». Pattern Recognition vol. 107
Jizong Peng, Hoel Kervadec, Jose Dolz, Ismail Ben Ayed, Marco Pedersoli, Christian Desrosiers. 2020 « Discretely-constrained deep network for weakly supervised segmentation ». Neural Networks vol. 130. p. 297-308
Jizong Peng, Marco Pedersoli, Christian Desrosiers. 2020 « Mutual information deep regularization for semi-supervised segmentation ». Proceedings of the Third Conference on Medical Imaging with Deep Learning (Montreal, QC, Canada, July 06-08, 2020) PMLR
Étienne Pepin, Jean-Baptiste Carluer, Laurent Chauvin, Matthew Toews, Rola Harmouche. 2020 « Large-Scale unbiased neuroimage indexing via 3D GPU-SIFT filtering and keypoint masking ». Machine Learning in Clinical Neuroimaging and Radiogenomics in Neuro-oncology. Third International Workshop, MLCN 2020, and Second International Workshop, RNO-AI 2020. Held in Conjunction with MICCAI 2020, Proceedings (Lima, Peru, Oct. 04-08, 2020) Springer International Publishing
Georg Pichler, Jose Dolz, Ismail Ben Ayed, Pablo Piantanida. 2020 « On direct distribution matching for adapting segmentation networks ». Medical Imaging with Deep Learning, 6-8 July 2020, Montreal, QC, Canada (Montreal, QC, Canada, July 06-08, 2020) PLMR
Gnana R. Praveen, Eric Granger, Patrick Cardinal. 2020 « Deep weakly supervised domain adaptation for pain localization in videos ». 15th IEEE International Conference on Automatic Face and Gesture Recognition (FG) (Buenos Aires, Argentina, Nov. 16-20, 2020) IEE Computer Society
Kumaradevan Punithakumar, Ismail Ben Ayed, Abraam S. Soliman, Aashish Goela, Ali Islam, Shuo Li, Michelle Noga. 2020 « 3D motion estimation of left ventricular dynamics using MRI and track-to-track fusion ». IEEE Journal of Translational Engineering in Health and Medicine vol. 8
He Ran, Karthik Gopinath, Christian Desrosiers, Herve Lombaert. 2020 « Spectral graph transformer networks for brain surface parcellation ». IEEE 17th International Symposium on Biomedical Imaging (ISBI) (Iowa City, IA, USA, Apr. 03-07, 2020) IEEE
Raymel Alfonso Sallo, Mohammad Esmaeilpour, Patrick Cardinal. 2020 « Adversarially training for audio classifiers ». 25th International Conference on Pattern Recognition (ICPR) (Milan, Italy, Jan. 10-15, 2021) IEEE
Mohammed Senoussaoui, Milton O. Saria-Paja, Patrick Cardinal, Tiago H. Falk, François Michaud. 2020 « State-of-the-art speaker recognition methods applied to speakers with dysarthria ». In Voice Technologies for Speech Reconstruction and Enhancement. p. 7-34. De Gruyter
Mohammadhadi Shateri, Francisco Messina, Pablo Piantanida, Fabrice Labeau. 2020 « On the impact of side information on smart meter privacy-preserving methods ». IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids (SmartGridComm) (Tempe, AZ, USA, Nov. 11-13, 2020) Institute of Electrical and Electronics Engineers Inc.
Mohammadhadi Shateri, Francisco Messina, Pablo Piantanida, Fabrice Labeau. 2020 « Privacy-cost management in smart meters using deep reinforcement learning ». IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT-Europe) (The Hague, Netherlands, Oct. 26-28, 2020) IEEE Computer Society
Mohammadhadi Shateri, Francisco Messina, Pablo Piantanida, Fabrice Labeau. 2020 « Real-time privacy-preserving data release for smart meters ». IEEE Transactions on Smart Grid vol. 11 , nº 6. p. 5174-5183
Mohammadhadi Shateri, Zeinab Sobhanigavgani, Azin Alinasab, Amir Varamesh, Abdolhossein Hemmati-Sarapardeh, Amir Mosavi, Shahab Shamshirband. 2020 « Comparative analysis of machine learning models for nanofluids viscosity assessment ». Nanomaterials vol. 10 , nº 9
Ruobing Shen, Bo Tang, Andrea Lodi, Andrea Tramontani, Ismail Ben Ayed. 2020 « An ILP model for multi-label MRFs with connectivity constraints ». IEEE Transactions on Image Processing vol. 29. p. 6909-6917
Roghayeh Soleymani, Eric Granger, Giorgio Fumera. 2020 « F-measure curves: A tool to visualize classifier performance under imbalance ». Pattern Recognition vol. 100
Mariana A. Souza, Robert Sabourin, George D. C. Cavalcanti, Rafael M. O. Cruz. 2020 « Multi-label learning for dynamic model type recommendation ». International Joint Conference on Neural Networks (IJCNN) (Glasgow, United Kingdom, July 19-24, 2020) IEEE
Victor L. F. Souza, Adriano L. I. Oliveira, Rafael M. O. Cruz, Robert Sabourin. 2020 « A white-box analysis on the writer-independent dichotomy transformation applied to offline handwritten signature verification ». Expert Systems with Applications vol. 154
Victor L. F. Souza, Adriano L. I. Oliveira, Rafael M. O. Cruz, Robert Sabourin. 2020 « Improving BPSO-based feature selection applied to offline WI handwritten signature verification through overfitting control ». Genetic and Evolutionary Computation Conference (GECCO) (Cancun, Mexico, July 08-12, 2020) Association for Computing Machinery Inc
Luc Trudeau, Stéphane Coulombe, Christian Desrosiers. 2020 « Multi-level rate-constrained successive elimination algorithm tailored to suboptimal motion estimation in HEVC ». Signal Processing: Image Communication vol. 81
Christian Wachinger, Matthew Toews, Georg Langs, William Wells, Polina Golland. 2020 « Keypoint transfer for fast whole-body segmentation ». IEEE Transactions on Medical Imaging vol. 39 , nº 2. p. 273-282
Banti Laure M. Yaméogo, Douglas W. Charlton, David Doucet, Christian Desrosiers, Maurice O' Sullivan, Christine Tremblay. 2020 « Trends in optical span loss detected using the time series decomposition method ». Journal of Lightwave Technology vol. 38 , nº 18. p. 5026-5035
D. Yüksel, A. Goldstone, D. Prouty, M. Forouzanfar, S. Claudatos, Q. Lee, R. Wang, T. Dulai, N. Arra, L. Volpe, I. Durley, F. Baker, M. de Zambotti. 2020 « 0916 The Use of Immersive Virtual Reality and Slow Breathing to Enhance Relaxation and Sleep in Adolescents ». Sleep vol. 43 , nº Suppl. 1. p. A348
Mingli Zhang, Christian Desrosiers, Yuhong Guo, Budhachandra Khundrakpam, Noor Al-Sharif, Greg Kiar, Pedro Valdes-Sosa, Jean-Baptiste Poline, Alan Evans. 2020 « Brain status modeling with non-negative projective dictionary learning ». NeuroImage vol. 206
Imtiaz Masud Ziko, Jose Dolz, Eric Granger, Ismail Ben Ayed. 2020 « Laplacian regularized few-shot learning ». 37th International Conference on Machine Learning (ICML) (En ligne, July 12-18, 2020)
Massimiliano de Zambotti, Aimee Goldstone, Mohamad Forouzanfar, Harold Javitz, Stephanie Claudatos, Ian M. Colrain, Fiona C. Baker. 2020 « The falling asleep process in adolescents ». Sleep vol. 43 , nº 6

Sajjad Abdoli, Patrick Cardinal, Alessandro Lameiras Koerich. 2019 « End-to-end environmental sound classification using a 1D convolutional neural network ». Expert Systems with Applications vol. 136. p. 252-263
Sherif Abuelwafa, Marco Pedersoli, Mohamed Cheriet. 2019 « Unsupervised exemplar-based learning for improved document image classification ». IEEE Access vol. 7. p. 133738-133748
Masih Aminbeidokhti, Marco Pedersoli, Patrick Cardinal, Eric Granger. 2019 « Emotion recognition with spatial attention and temporal softmax pooling ». Image Analysis and Recognition : 16th International Conference, ICIAR : Proceedings (Waterloo, ON, Canada, Aug. 27-29, 2019) Springer International Publishing
Fiona C. Baker, Mohamad Forouzanfar, Aimée M. Goldstone, Stephanie A Claudatos, Harold Javitz, John Trinder, Massimiliano de Zambotti. 2019 « 0684 Impact of hot flash-associated sleep disruption on the cardiovascular system in perimenopausal women ». Sleep vol. 42 , nº Suppl. 1. p. A274
Fiona C. Baker, Mohamad Forouzanfar, Aimée Goldstone, Stephanie A. Claudatos, Harold Javitz, John Trinder, Massimiliano de Zambotti. 2019 « Changes in heart rate and blood pressure during nocturnal hot flashes associated with and without awakenings ». Sleep vol. 42 , nº 11
Saman Bashbaghi, Eric Granger, Robert Sabourin, Mostafa Parchami. 2019 « Deep learning architectures for face recognition in video surveillance ». In Deep learning in object detection and recognition. p. 133-154. Springer
Mathilde Bateson, Hoel Kervadec, Jose Dolz, Hervé Lombaert, Ismail Ben Ayed. 2019 « Constrained domain adaptation for segmentation ». Medical Image Computing and Computer Assisted Intervention – MICCAI 2019, 22nd International Conference, Proceedings, Part II (Shenzhen, China, Oct. 13-17, 2019) Springer
Fodil Belghait, Alain April, Pavel Hamet, Johanne Tremblay, Christian Desrosiers. 2019 « A large-scale and extensible platform for precision medicine research ». 9th International Conference on Digital Public Health (DPH) (Marseille, France, Nov. 20-23, 2019) Association for Computing Machinery
Ismail Ben Ayed, Christian Desrosiers, Jose Dolz. 2019 « Tutorial : Weakly supervised CNN segmentation: Models and optimization ». Communication lors de la conférence : Medical Image Computing and Computer Assisted Intervention (MICCAI) (Shenzen, China, Oct. 13-17, 2019)
Rachel Bouserhal, Milton Sarria-Paja, Patrick Cardinal, Jérémie Voix. 2019 « Classification of nonverbal human produced audio events: a pilot study ». Communication lors de la conférence : National Hearing Conservation Association Annual Conference 2019 (Grapevine, TX, USA, Feb. 07-09, 2019)
Marc-André Carbonneau, Eric Granger, Ghyslain Gagnon. 2019 « Bag-level aggregation for multiple-instance active learning in instance classification problems ». IEEE Transactions on Neural Networks and Learning Systems vol. 30 , nº 5. p. 1441-1451
Ahmad Chaddad, Paul Daniel, Christian Desrosiers, Matthew Toews, Bassam Abdulkarim. 2019 « Novel radiomic features based on joint intensity matrices for predicting glioblastoma patient survival time ». IEEE Journal of Biomedical and Health Informatics vol. 23 , nº 2. p. 795-804
Ahmad Chaddad, Matthew Toews, Christian Desrosiers, Tamim Niazi. 2019 « Deep radiomic analysis based on modeling information flow in convolutional neural networks ». IEEE Access vol. 7. p. 97242-97252
Ahmad Chaddad, Paul Daniel, Siham Sabri, Christian Desrosiers, Bassam Abdulkarim. 2019 « Integration of radiomic and multi-omic analyses predicts survival of newly diagnosed IDH1 wild-type glioblastoma ». Cancers vol. 11 , nº 8
Ahmad Chaddad, Christian Desrosiers, Bassam Abdulkarim, Tamim Niazi. 2019 « Predicting the gene status and survival outcome of lower grade glioma patients with multimodal MRI features ». IEEE Access vol. 7. p. 75976-75984
Francis Charette Migneault, Eric Granger, Fania Mokhayeri. 2019 « Using adaptive trackers for video face recognition from a single sample per person ». 8th International Conference on Image Processing Theory, Tools and Applications (IPTA 2018) - Proceedings (Xi'an, China, Nov. 7-10, 2018) Institute of Electrical and Electronics Engineers Inc.
Laurent Chauvin, Kuldeep Kumar, Christian Desrosiers, Jacques De Guise, William Wells, Matthew Toews. 2019 « Analyzing brain morphology on the bag-of-features manifold ». Information Processing in Medical Imaging : 26th International Conference, IPMI : Proceedings (Hong Kong, China, June 02-07, 2019) Springer Verlag
Jing Dong Cheng, Qiu Le Sun, Jian Xin Zhang, Christian Desrosiers, Bin Liu, Jian Lu, Qiang Zhang. 2019 « Deep high-order supervised hashing ». Optik vol. 180. p. 847-857
Rafael M. O. Cruz, Dayvid V. R. Oliveira, George D. C. Cavalcanti, Robert Sabourin. 2019 « FIRE-DES++: Enhanced online pruning of base classifiers for dynamic ensemble selection ». Pattern Recognition vol. 85. p. 149-160
Rafael M. O. Cruz, Mariana A. Souza, Robert Sabourin, George D. C. Cavalcanti. 2019 « Dynamic ensemble selection and data preprocessing for multi-class imbalance learning ». International Journal of Pattern Recognition and Artificial Intelligence vol. 33 , nº 11
Wheidima Carneiro De Melo, Eric Granger, Abdenour Hadid. 2019 « Depression detection based on deep distribution learning ». 26th IEEE International Conference on Image Processing (ICIP) (Taipei, Taiwan, Sept. 22-25, 2019) IEEE Computer Society
Jose Dolz, Ismail Ben Ayed, Christian Desrosiers. 2019 « Dense multi-path U-Net for ischemic stroke lesion segmentation in multiple image modalities ». Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 4th International Workshop, BrainLes 2018, Held in Conjunction with MICCAI 2018, Revised Selected Papers, Part I (Granada, Spain, Sept. 16-20, 2018) Springer
Jose Dolz, Christian Desrosiers, Ismail Ben Ayed. 2019 « IVD-Net: intervertebral disc localization and segmentation in MRI with a multi-modal UNet ». Computational Methods and Clinical Applications for Spine Imaging, 5th International Workshop and Challenge, CSI 2018, Held in Conjunction with MICCAI 2018, Revised Selected Papers (Granada, Spain, Sept. 16, 2018) Springer Verlag
Jose Dolz, Karthik Gopinath, Jing Yuan, Herve Lombaert, Christian Desrosiers, Ismail Ben Ayed. 2019 « HyperDense-Net: A hyper-densely connected CNN for multi-modal image segmentation ». IEEE Transactions on Medical Imaging vol. 38 , nº 5. p. 1116-1126
Mohamad Forouzanfar, Fiona C. Baker, Ian M. Colrain, Massimiliano de Zambotti. 2019 « Automatic artifact detection in impedance cardiogram using pulse similarity index ». 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) (Berlin, Allemagne, July 23-27, 2019) IEEE
Mohamad Forouzanfar, Fiona C. Baker, Ian M. Colrain, Massimiliano de Zambotti. 2019 « Electroencephalographic slow-wave activity during sleep in different phases of blood pressure and respiration oscillations ». 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) (Berlin, Allemagne, July 23-27, 2019) IEEE
Mohamad Forouzanfar, Fiona C. Baker, Ian M. Colrain, Aimée Goldstone, Massimiliano de Zambotti. 2019 « Automatic analysis of pre-ejection period during sleep using impedance cardiogram ». Psychophysiology vol. 56 , nº 7
S. Frisken, M. Luo, I. MacHado, P. Unadkat, P. Juvekar, A. Bunevicius, M. Toews, W. M. Wells, M. I. Miga, A. J. Golby. 2019 « Preliminary results comparing thin-plate splines with finite element methods for modeling brain deformation during neurosurgery using intraoperative ultrasound ». Medical Imaging 2019: Image-Guided Procedures, Robotic Interventions, and Modeling (San Diego, CA, USA, Feb. 17-19, 2019) SPIE
Adrian Galdran, Hadi Chakor, Abdulaziz Abdulaziz, Ryad Kobbi, Argyrios Christodoulidis, Jihed Chelbi, Marc-André Racine, Ismail Ben Ayed. 2019 « Automatic classification and triage of diabetic retinopathy from retinal images based on a convolutional neural networks (CNN) method ». Acta Ophthalmologica vol. 97. p. 2
Karthik Gopinath, Christian Desrosiers, Herve Lombaert. 2019 « Adaptive graph convolution pooling for brain surface analysis ». Information Processing in Medical Imaging : 26th International Conference, IPMI : Proceedings (Hong Kong, China, June 02-07, 2019) Springer Verlag
Karthik Gopinath, Christian Desrosiers, Herve Lombaert. 2019 « Graph convolutions on spectral embeddings for cortical surface parcellation ». Medical Image Analysis vol. 54. p. 297-305
Frank M. Hafner, Amran Bhuiyan, Julian F. P. Kooij, Eric Granger. 2019 « RGB-depth cross-modal person re-identification ». 16th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS) (Taipei, Taiwan, Sept. 18-21, 2019) IEEE
Hoel Kervadec, Jihene Bouchtiba, Christian Desrosiers, Eric Granger, Jose Dolz, Ismail Ben Ayed. 2019 « Boundary loss for highly unbalanced segmentation ». 2nd International Conference on Medical Imaging with Deep Learning (MIDL) (London, England, July 08-10, 2019) PMLR
Hoel Kervadec, Jose Dolz, Éric Granger, Ismail Ben Ayed. 2019 « Curriculum semi-supervised segmentation ». Medical Image Computing and Computer Assisted Intervention – MICCAI 2019, 22nd International Conference, Proceedings, Part II (Shenzhen, China, Oct 13-17, 2019) Springer
Hoel Kervadec, Jose Dolz, Meng Tang, Éric Granger, Yuri Boykov, Ismail Ben Ayed. 2019 « Constrained-CNN losses for weakly supervised segmentation ». Medical Image Analysis vol. 54. p. 88-99
Madhu Kiran, Vivek Tiwari, Le Thanh Nguyen-Meidine, Louis-Antoine Blais Morin, Eric Granger. 2019 « On the interaction between deep detectors and siamese trackers in video surveillance ». 16th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS) (Taipei, Taiwan, Sept. 18-21, 2019) IEEE
Kuldeep Kumar, Kaleem Siddiqi, Christian Desrosiers. 2019 « White matter fiber analysis using kernel dictionary learning and sparsity priors ». Pattern Recognition vol. 95. p. 83-95
Marc J. Lanovaz, Patrick Cardinal, Mary Francis. 2019 « Using a visual structured criterion for the analysis of alternating-treatment designs ». Behavior Modification vol. 43 , nº 1. p. 115-131
Marc J. Lanovaz, Stéphanie Turgeon, Patrick Cardinal, Tara L. Wheatley. 2019 « Using single-case designs in practical settings: Is within-subject replication always necessary? ». Perspectives on Behavior Science vol. 42 , nº 1. p. 153-162
Jie Luo, Alireza Sedghi, Karteek Popuri, Dana Cobzas, Miaomiao Zhang, Frank Preiswerk, Matthew Toews, Alexandra Golby, Masashi Sugiyama, William M. Wells, Sarah Frisken. 2019 « On the applicability of registration uncertainty ». Medical Image Computing and Computer Assisted Intervention – MICCAI 2019, 22nd International Conference, Proceedings, Part II (Shenzhen, China, Oct. 13-17, 2019) Springer International Publishing
Inês Machado, Matthew Toews, Elizabeth George, Prashin Unadkat, Walid Essayed, Jie Luo, Pedro Teodoro, Herculano Carvalho, Jorge Martins, Polina Golland, Steve Pieper, Sarah Frisken, Alexandra Golby, William Wells III, Yangming Ou. 2019 « Deformable MRI-Ultrasound registration using correlation-based attribute matching for brain shift correction: accuracy and generality in multi-site data ». NeuroImage vol. 202
Dmitrii Marin, Meng Tang, Ismail Ben Ayed, Yuri Boykov. 2019 « Beyond gradient descent for regularized segmentation losses ». 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (Long Beach, CA, USA, June 15-20, 2019) IEEE
Dmitrii Marin, Meng Tang, Ismail Ben Ayed, Yuri Y. Boykov. 2019 « Kernel clustering: density biases and solutions ». IEEE Transactions on Pattern Analysis and Machine Intelligence vol. 41 , nº 1. p. 136-147
Mohamed Mhiri, Christian Desrosiers, Mohamed Cheriet. 2019 « Word spotting and recognition via a joint deep embedding of image and text ». Pattern Recognition vol. 88. p. 312-320
Fania Mokhayeri, Eric Granger. 2019 « Robust video face recognition from a single still using a synthetic plus variational model ». 14th IEEE International Conference on Automatic Face & Gesture Recognition (FG 2019) (Lille, France, May 14-18, 2019) IEEE
Fania Mokhayeri, Eric Granger, Guillaume-Alexandre Bilodeau. 2019 « Domain-specific face synthesis for video face recognition from a single sample per person ». IEEE Transactions on Information Forensics and Security vol. 14 , nº 3. p. 757-772
Menad Nait Amar, Mohammadhadi Shateri, Abdolhossein Hemmati-Sarapardeh, Alireza Alamatsaz. 2019 « Modeling oil-brine interfacial tension at high pressure and high salinity conditions ». Journal of Petroleum Science and Engineering vol. 183
Juan D. S. Ortega, Patrick Cardinal, Alessandro L. Koerich. 2019 « Emotion recognition using fusion of audio and video features ». IEEE International Conference on Systems, Man and Cybernetics (SMC) (Bari, Italy, Oct. 06-09, 2019) Institute of Electrical and Electronics Engineers Inc.
Jérôme Rony, Luiz G. Hafemann, Luiz S. Oliveira, Ismail Ben Ayed, Robert Sabourin, Eric Granger. 2019 « Decoupling direction and norm for efficient gradient-based L2 adversarial attacks and defenses ». 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (Long Beach, CA, USA, June 15-20, 2019) IEEE
Mohammadhadi Shateri, Francisco Messina, Piantanida Piantanida, Fabrice Labeau. 2019 « Deep directed information-based learning for privacy-preserving smart meter data release ». IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids (SmartGridComm) (Beijing, China, Oct. 21-23, 2019) Institute of Electrical and Electronics Engineers Inc.
Mariana A. Souza, George D. C. Cavalcanti, Rafael M. O. Cruz, Robert Sabourin. 2019 « On evaluating the online local pool generation method for imbalance learning ». International Joint Conference on Neural Networks (IJCNN) (Budapest, Hungary, July 14-19, 2019) IEEE
Mariana A. Souza, George D. C. Cavalcanti, Rafael M. O. Cruz, Robert Sabourin. 2019 « Online local pool generation for dynamic classifier selection ». Pattern Recognition vol. 85. p. 132-148
Victor L. F. Souza, Adriano L. I. Oliveira, Rafael M. O. Cruz, Robert Sabourin. 2019 « Characterization of handwritten signature images in dissimilarity representation space ». Computational Science : ICCS 2019 : 19th International Conference : Proceedings, Part III (Faro, Portugal, June 12-14, 2019) Springer Verlag
Victor L. F. Souza, Adriano L. I. Oliveira, Rafael M. O. Cruz, Robert Sabourin. 2019 « On dissimilarity representation and transfer learning for offline handwritten signature verification ». International Joint Conference on Neural Networks (IJCNN) (Budapest, Hungary, July 14-19, 2019) IEEE
Meng Tang, Dmitrii Marin, Ismail Ben Ayed, Yuri Boykov. 2019 « Kernel cuts: Kernel and spectral clustering meet regularization ». International Journal of Computer Vision vol. 127 , nº 5. p. 477-511
D. C. Tannugi, A. S. Britto, A. L. Koerich. 2019 « Memory integrity of CNNs for cross-dataset facial expression recognition ». Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics (Bari, Italy, Oct. 06-09, 2019) Institute of Electrical and Electronics Engineers Inc.
Nicolas Tremblay, Kaveh Kamali, Philippe Cardou, Christian Desrosiers, Marc Gouttefarde, Martin J.-D. Otis. 2019 « Eye-on-hand calibration method for cable-driven parallel robots ». Cable-Driven Parallel Robots: 4th International Conference on Cable-Driven Parallel Robots (Krakow, Poland, June 30-July 04, 2019) Springer Netherlands
Daniel Vriesman, Alceu S. Britto, Alessandro Zimmer, Alessandro L. Koerich, Rodrigo Paludo. 2019 « Automatic visual inspection of thermoelectric metal pipes ». Signal, Image and Video Processing vol. 13 , nº 5. p. 975-983
Daniel Vriesman, Alceu S. Britto, Alessandro Zimmer, Alessandro Lameiras Koerich. 2019 « Texture CNN for thermoelectric metal pipe image classification ». IEEE 31st International Conference on Tools with Artificial Intelligence (ICTAI) (Los Alamitos, CA, USA, Nov. 04-06, 2019) IEEE Computer Society
Li Wang, Dong Nie, Li Guannan, Élodie Puybareau, Jose Dolz, Qian Zhang, Fan Wang, Jing Xia, Zhengwang Wu, Jia-Wei Chen, Kim-Han Thung, Toan Duc Bui, Jitae Shin, Guodong Zeng, Guoyan Zheng, Vladimir S. Fonov, Andrew Doyle, Yongchao Xu, Pim Moeskops, Josien P. W. Pluim, Christian Desrosiers, Ismail Ben Ayed, Gerard Sanroma, Oualid M. Benkarim, Adrià Casamitjana, Verónica Vilaplana, Weili Lin, Gang Li, Dinggang Shen. 2019 « Benchmark on automatic six-month-old infant brain segmentation algorithms: the iSeg-2017 challenge ». IEEE Transactions on Medical Imaging vol. 38 , nº 9. p. 2219-2230
K. L. Wiggers, A. S. Britto, L. Heutte, A. L. Koerich, L. S. Oliveira. 2019 « Image retrieval and pattern spotting using siamese neural network ». Proceedings of the International Joint Conference on Neural Networks (Budapest, Hungary, July 14-19, 2019) Institute of Electrical and Electronics Engineers Inc.
Wu Xiaoting, Éric Granger, Tomi H. Kinnunen, Feng Xiaoyi, Abdenour Hadid. 2019 « Audio-visual kinship verification in the wild ». International Conference on Biometrics (ICB) (Crete, Greece, June 04-07, 2019) IEEE
Xiaopan Xu, Xi Zhang, Qian Tian, Huanjun Wang, Long-Biao Cui, Shurong Li, Xing Tang, Baojun Li, Jose Dolz, Ismail Ben Ayed, Zhengrong Liang, Jing Yuan, Peng Du, Hongbing Lu, Yang Liu. 2019 « Quantitative identification of nonmuscle-invasive and muscle-invasive bladder carcinomas: a multiparametric MRI radiomics analysis ». Journal of Magnetic Resonance Imaging vol. 49 , nº 5. p. 1489-1498
Dilara Yüksel, Ellen Smith, Yun Qi Lim, Aimee Goldstone, Stephanie Claudatos, Mohamad Forouzanfar, Vanessa Alschuler, Maureen Gil, Ian M. Colrain, Devin Prouty, Massimiliano de Zambotti, Fiona Baker. 2019 « 0112 First night effect on sleep and heart rate in adolescent boys and girls: Findings from the NCANDA study ». Sleep vol. 42 , nº Suppl. 1. p. A46
Mingli Zhang, Christian Desrosiers. 2019 « High-quality image restoration using low-rank patch regularization and global structure sparsity ». IEEE Transactions on Image Processing vol. 28 , nº 2. p. 868-879
Jonathan de Matos, Alceu de S. Britto Jr, Luiz E. S. de Oliveira, Alessandro L. Koerich. 2019 « Texture CNN for histopathological image classification ». IEEE 32nd International Symposium on Computer-Based Medical Systems (CBMS) (Cordoba, Spain, June 05-07, 2019) IEEE Computer Society
Jonathan de Matos, Alceu Jr. de S. Britto, Luiz E. S. Oliveira, Alessandro L. Koerich. 2019 « Double transfer learning for breast cancer histopathologic image classification ». International Joint Conference on Neural Networks (IJCNN) (Budapest, Hungary, July 14-19, 2019) IEEE
Wheidima Carneiro de Melo, Eric Granger, Abdenour Hadid. 2019 « Combining global and local convolutional 3D networks for detecting depression from facial expressions ». 14th IEEE International Conference on Automatic Face and Gesture Recognition (FG): Proceedings (Lille, France, May 14-18, 2019) Institute of Electrical and Electronics Engineers Inc.
Massimiliano de Zambotti, Ellen Smith, Aimee Goldstone, Mohamad Forouzanfar, Stephanie Claudatos, Maureen Gil, Vanessa Alschuler, Yun Qi Lim, Leonardo Rosas, Devin Prouty, Lena Kardos, Ian Colrain, Fiona Baker. 2019 « 0137 The falling asleep process in adolescents ». Sleep vol. 42 , nº Suppl. 1. p. A56

Ibtihel Amara, Eric Granger, Abdenour Hadid. 2018 « Contextual weighting of patches for local matching in still-to-video face recognition ». 13th IEEE International Conference on Automatic Face & Gesture Recognition (FG 2018) (Xi'an, China, May 15-19, 2018) IEEE Computer Society
Voncarlos M. Araújo, Alceu S. Jr. Britto, André L. Brun, Luiz E. S. Oliveira, Alessandro L. Koerich. 2018 « Fine-grained hierarchical classification of plant leaf images using fusion of deep models ». IEEE 30th International Conference on Tools with Artificial Intelligence (ICTAI) (Volos, Greece, Nov. 5-7, 2018) IEEE Computer Society
Ismail Ben Ayed, Dmitry Pavlov, Kumaradevan Punithakumar, Seyed-Parsa Hojjat, Gregory Garvin. 2018-02-06 « Methods and apparatus to label radiology images ». Brevet américain US 9,886,546.
Rachel E. Bouserhal, Philippe Chabot, Milton Sarria-Paja, Patrick Cardinal, Jérémie Voix. 2018 « Classification of nonverbal human produced audio events: A pilot study ». 19th Annual Conference of the International Speech Communication (INTERSPEECH 2018) (Hyderabad, India, Sept. 02-06, 2018) International Speech Communication Association
Rachel Bouserhal, Milton Sarria-Paja, Patrick Cardinal, Jérémie Voix. 2018 « Classification of nonverbal human produced audio events: a pilot study ». Communication lors de la conférence : Workshop on machine hearing and learning (Montreal, QC, Canada, Sept. 21, 2018)
Aaron Carass, Jennifer L. Cuzzocreo, Shuo Han, Carlos R. Hernandez-Castillo, Paul E. Rasser, Melanie Ganz, Vincent Beliveau, Jose Dolz, Ismail Ben Ayed, Christian Desrosiers, Benjamin Thyreau, José E. Romero, Pierrick Coupé, José V. Manjón, Vladimir S. Fonov, D. Louis Collins, Sarah H. Ying, Chiadi U. Onyike, Deana Crocetti, Bennett A. Landman, Stewart H. Mostofsky, Paul M. Thompson, Jerry L. Prince. 2018 « Comparing fully automated state-of-the-art cerebellum parcellation from magnetic resonance images ». NeuroImage vol. 183. p. 150-172
Marc-André Carbonneau, Veronika Cheplygina, Eric Granger, Ghyslain Gagnon. 2018 « Multiple instance learning: A survey of problem characteristics and applications ». Pattern Recognition vol. 77. p. 329-353
Ahmad Chaddad, Christian Desrosiers, Tamim Niazi. 2018 « Deep radiomic analysis of MRI related to Alzheimer's disease ». IEEE Access vol. 6. p. 58213-58221
Tanushri Chakravorty, Guillaume-Alexandre Bilodeau, Éric Granger. 2018 « Tracking using numerous anchor points ». Machine Vision and Applications vol. 29 , nº 2. p. 247-261
Laurent Chauvin, Kuldeep Kumar, Christian Desrosiers, Jacques de Guise, Matthew Toews. 2018 « Diffusion Orientation Histograms (DOH) for diffusion weighted image analysis ». Computational Diffusion MRI : MICCAI Workshop, Québec, Canada, September 2017 (Montreal, QC, Canada, Sept. 10, 2017) Springer International Publishing
M. Colrain, A. Goldstone, M. Forouzanfar, F. C. Baker, S. Claudatos, M. Gil, V. Alschuler, Y. Q. Lim, L. Rosas, D. Prouty, M. de Zambotti. 2018 « Effect of evening alcohol intake on nocturnal cardiovascular function in normal adults ». Alcoholism: Clinical and Experimental Research vol. 42 , nº suppl. 1
Rafael M. O. Cruz, Robert Sabourin, George D. C. Cavalcanti. 2018 « Dynamic classifier selection: Recent advances and perspectives ». Information Fusion vol. 41. p. 195-216
Rafael M. O. Cruz, Robert Sabourin, George D. C. Cavalcanti. 2018 « Prototype selection for dynamic classifier and ensemble selection ». Neural Computing and Applications vol. 29 , nº 2. p. 447-457
Jose Dolz, Xiaopan Xu, Jérôme Rony, Jing Yuan, Yang Liu, Éric Granger, Christian Desrosiers, Xi Zhang, Ismail Ben Ayed, Hongbing Lu. 2018 « Multiregion segmentation of bladder cancer structures in MRI with progressive dilated convolutional networks ». Medical Physics vol. 45 , nº 12. p. 5482-5493
Jose Dolz, Ismail Ben Ayed, Yuan Jing, Christian Desrosiers. 2018 « Isointense infant brain segmentation with a hyper-dense connected convolutional neural network ». IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018) (Washington, DC, USA, Apr. 04-07, 2018) IEEE
Jose Dolz, Christian Desrosiers, Ismail Ben Ayed. 2018 « 3D fully convolutional networks for subcortical segmentation in MRI: A large-scale study ». NeuroImage vol. 170. p. 456-470
Mohamad Forouzanfar, Fiona C. Baker, Massimiliano de Zambotti, Corey McCall, Laurent Giovangrandi, Gregory T. A. Kovacs. 2018 « Toward a better noninvasive assessment of preejection period: A novel automatic algorithm for B-point detection and correction on thoracic impedance cardiogram ». Psychophysiology vol. 55 , nº 8
Mohamad Forouzanfar, Massimiliano de Zambotti, Aimée Goldstone, Fiona C. Baker. 2018 « Automatic detection of hot flash occurrence and timing from skin conductance activity ». 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) (Honolulu, HI, USA, July 18-21, 2018) IEEE
Maha Ghaib, Mohammadhadi Shateri, Douglas Thomson, Dagmar Svecova. 2018 « Study of FRP bars under tension using acoustic emission detection technique ». Journal of Civil Structural Health Monitoring vol. 8 , nº 2. p. 285-300
Aarush Gupta, Dakshit Agrawal, Hardik Chauhan, Jose Dolz, Marco Pedersoli. 2018 « An attention model for group-level emotion recognition ». 20th ACM International Conference on Multimodal Interaction (ICIM '18) (Boulder, CO, USA, Oct. 16-20, 2018) ACM
Hoel Kervadec, Jose Dolz, Meng Tang, Éric Granger, Yuri Boykov, Ismail Ben Ayed. 2018 « Constrained-CNN losses for weakly supervised segmentation ». 1st Conference on Medical Imaging with Deep Learning (MIDL 2018) (Amsterdam, Netherlands, July 4-6, 2018)
Kuldeep Kumar, Laurent Chauvin, Matthew Toews, Olivier Colliot, Christian Desrosiers. 2018 « Multi-modal analysis of genetically-related subjects using SIFT descriptors in brain MRI ». Computational Diffusion MRI, MICCAI Workshop (Québec, QC, Canada, 10 sept. 2017) Springer International Publishing
Kuldeep Kumar, Matthew Toews, Laurent Chauvin, Olivier Colliot, Christian Desrosiers. 2018 « Multi-modal brain fingerprinting: A manifold approximation based framework ». NeuroImage vol. 183. p. 212-226
Prasun Lala, Félix Langevin Harnois, Ghizlane El Boussaidi, Christian Desrosiers, Catherine Laporte. 2018 « Providing sustainable scientific writing support for graduate engineering students by creating a local scientific learning community ». 2018 ASEE Annual Conference & Exposition (Salt Lake City, UT, USA, June 24-27, 2018) American Society for Engineering Education
Prasun Lala, Félix Langevin Harnois, Ghizlane El Boussaidi, Christian Desrosiers, Catherine Laporte. 2018 « Providing sustainable scientific writing support for graduate engineering students by creating a local scientific learning community ». Communication lors de la conférence : 2018 ASEE Annual Conference & Exposition (Salt Lake City, UT, USA, June 24-27, 2018)
Florent Langenfeld, Apostolos Axenopoulos, Anargyros Chatzitofis, Daniela Craciun, Petros Daras, Bowen Du, Andrea Giachetti, Yu-Kun Lai, Haisheng Li, Yingbin Li, Majid Masoumi, Yuxu Peng, Paul L. Rosin, Jeremy Sirugue, Li Sun, Spyridon Thermos, Matthew Toews, Yang Wei, Yujuan Wu, Yujia Zhai, Tianyu Zhao, Yanping Zheng, Matthieu Montes. 2018 « SHREC 2018 - Protein shape retrieval ». 11th Eurographics Workshop on 3D Object Retrieval (3DOR) (Delft, Netherlands, Apr. 16, 2018) Eurographics Association
Félix Langevin Harnois, Jerome Harrison, Prasun Lala, Ghizlane El Boussaidi, Christian Desrosiers, Catherine Laporte. 2018 « Promoting good scientific communication habits by leveraging the community of practice within a single research group ». Communication lors de la conférence : 2018 ASEE Annual Conference & Exposition (Salt Lake City, UT, USA, June 24-27, 2018)
Félix Langevin Harnois, Jerome Harrison, Prasun Lala, Ghizlane El Boussaidi, Christian Desrosiers, Catherine Laporte. 2018 « Promoting good scientific communication habits by leveraging the community of practice within a single research group ». 2018 ASEE Annual Conference & Exposition (Salt Lake City, UT, USA, June 24-27, 2018) American Society for Engineering Education
Jie Luo, Sarah Frisken, Ines Machado, Mlaomlao Zhang, Steve Pieper, Polina Golland, Matthew Toews, Prashln Unadkat, Alireza Sedghi, Haoyln Zhou, Alireza Mehrtash, Frank Preiswerk, Cheng-Chleh Cheng, Alexandra Golby, Masashi Sugiyama, William M. III Wells. 2018 « Using the variogram for vector outlier screening: application to feature-based image registration ». International Journal of Computer Assisted Radiology and Surgery vol. 13 , nº 12. p. 1871-1880
Jie Luo, Matthew Toews, Ines Machado, Sarah Frisken, Miaomiao Zhang, Frank Preiswerk, Alireza Sedghi, Hongyi Ding, Steve Pieper, Polina Golland, Alexandra Golby, Masashi Sugiyama, William M. Wells Iii. 2018 « A feature-driven active framework for ultrasound-based brain shift compensation ». Medical Image Computing and Computer Assisted Intervention – MICCAI 2018, 21st International Conference, Proceedings, Part IV (Granada, Spain, Sept. 16-20, 2018) Springer
Rafael M. O. Cruz, Robert Sabourin, George D. C. Cavalcanti. 2018 « On dynamic ensemble selection and data preprocessing for multi-class imbalance learning ». Proceedings of the International Conference on Pattern Recognition and Artificial Intelligence (ICPRAI'2018) (Montréal, QC, Canada, May 13-17, 2018) CENPARMI, Concordia University
Inês Machado, Matthew Toews, Jie Luo, Pashin Unadkat, Walid Essayed, Elizabeth George, Pedro Teodoro, Herculano Carvalho, Jorge Martins, Polina Golland, Steve Pieper, Sarah Frisken, Alexandra Golby, William III Wells. 2018 « Non-rigid registration of 3D ultrasound for neurosurgery using automatic feature detection and matching ». International Journal of Computer Assisted Radiology and Surgery vol. 13 , nº 10. p. 1525-1538
Ines Machado, Matthew Toews, Jie Luo, Prashin Unadkat, Walid Essayed, Elizabeth George, Pedro Teodoro, Herculano Carvalho, Jorge Martins, Polina Golland, Steve Pieper, Sarah Frisken, Alexandra Golby, William Wells, Yangming Ou. 2018 « Deformable MRI-ultrasound registration via attribute matching and mutual-saliency weighting for image-guided neurosurgery ». Simulation, Image Processing, and Ultrasound Systems for Assisted Diagnosis and Navigation, International Workshops, POCUS 2018, BIVPCS 2018, CuRIOUS 2018, and CPM 2018, Held in Conjunction with MICCAI 2018, Proceedings (Granada, Spain, Sept. 16-20, 2018) Springer Verlag
Mohamed Mhiri, Sherif Abuelwafa, Christian Desrosiers, Mohamed Cheriet. 2018 « Hierarchical representation learning using spherical k-means for segmentation-free word spotting ». Pattern Recognition Letters vol. 101. p. 52-59
Mohamed Mhiri, Christian Desrosiers, Mohamed Cheriet. 2018 « Convolutional pyramid of bidirectional character sequences for the recognition of handwritten words ». Pattern Recognition Letters vol. 111. p. 87-93
Zhang Mingli, Christian Desrosiers, Guo Yuhong, Zhang Caiming, Budhachandra Khundrakpam, Alan Evans. 2018 « Brain status prediction with non-negative projective dictionary learning ». Machine Learning in Medical Imaging, 9th International Workshop, MLMI 2018, Held in Conjunction with MICCAI 2018, Proceedings (Granada, Spain, Sept. 16, 2018) Springer International Publishing
D. V. R. Oliveira, G. D. C. Cavalcanti, T. N. Porpino, R. M. O. Cruz, R. Sabourin. 2018 « K-Nearest oracles borderline dynamic classifier ensemble selection ». 2018 International Joint Conference on Neural Networks (IJCNN 2018) (Rio de Janeiro, Brazil, July 08-13, 2018) IEEE
Jizong Peng, Christian Desrosiers, Marco Pedersoli. 2018 « DC-SegNet: a discretely constrained deep network for weakly supervised segmentation ». 32nd Conference on Neural Information Processing Systems (NIPS 2018) - Medical Imaging Meets NIPS Workshop (MED-NEURIPS 2018) (Montreal, QC, Canada, Dec. 08, 2018)
Jérôme Rony, Luiz Gustavo, Robert Sabourin, Eric Granger. 2018 « Decoupling direction and norm for efficient gradient-based l2 adversarial attacks ». NeurIPS 2018 Workshop on Security in Machine Learning (Montreal, QC, Canada, Dec. 7, 2018)
Anandarup Roy, Rafael M. O. Cruz, Robert Sabourin, George D. C. Cavalcanti. 2018 « A study on combining dynamic selection and data preprocessing for imbalance learning ». Neurocomputing vol. 286. p. 179-192
Roghayeh Soleymani, Eric Granger, Giorgio Fumera. 2018 « F-Measure curves for visualizing classifier performance with imbalanced data ». Artificial Neural Networks in Pattern Recognition : 8th IAPR TC3 Workshop, ANNPR 2018, Siena, Italy, September 19–21, 2018, Proceedings (Siena, Italy, Sept. 19-21, 2018) Springer
Roghayeh Soleymani, Eric Granger, Giorgio Fumera. 2018 « Progressive boosting for class imbalance and its application to face re-identification ». Expert Systems with Applications vol. 101. p. 271-291
Meng Tang, Federico Perazzi, Abdelaziz Djelouah, Ismail Ben Ayed, Christopher Schroers, Yuri Boykov. 2018 « On regularized losses for weakly-supervised CNN segmentation ». Computer Vision – ECCV 2018 : 15th European Conference : Proceedings (Munich, Germany, Sept. 08-14, 2018) Springer
Matthew Toews, M. William Wells. 2018 « Phantomless auto-calibration and online calibration assessment for a tracked freehand 2-D ultrasound probe ». IEEE Transactions on Medical Imaging vol. 37 , nº 1. p. 262-272
Luc Normand Trudeau, Stephane Coulombe, Christian Desrosiers. 2018-06-26 « Method and system for rate-constrained search ordering ». Brevet américain US 10,009,626.
Luc Trudeau, Stéphane Coulombe, Christian Desrosiers. 2018 « Cost-based search ordering for rate-constrained motion estimation applied to HEVC ». IEEE Transactions on Broadcasting vol. 64 , nº 4. p. 922-932
Felipe N. Walmsley, George D. C. Cavalcanti, Dayvid V. R. Oliveira, Rafael M. O. Cruz, Robert Sabourin. 2018 « An ensemble generation method based on instance hardness ». 2018 International Joint Conference on Neural Networks (IJCNN) (Rio de Janeiro, Brazil, July 08-13, 2018) IEEE
Kelly L. Wiggers, Alceu S. Britto, Laurent Heutte, Alessandro L. Koerich, Luiz Eduardo S. Oliveira. 2018 « Document image retrieval using deep features ». 2018 International Joint Conference on Neural Networks (IJCNN 2018) (Rio de Janeiro, Brazil, July 08-13, 2018) IEEE
Mingli Zhang, Christian Desrosiers. 2018 « Structure preserving image denoising based on low-rank reconstruction and gradient histograms ». Computer Vision and Image Understanding vol. 171. p. 48-60
Mingli Zhang, Christian Desrosiers, Caiming Zhang. 2018 « Atlas-based reconstruction of high performance brain MR data ». Pattern Recognition vol. 76. p. 549-559
Imtiaz Masud Ziko, Eric Granger, Ismail Ben Ayed. 2018 « Scalable Laplacian K-modes ». Advances in Neural Information Processing Systems 31 (NeurIPS 2018) (Montreal, QC, Canada, Dec. 02-08, 2018) Neural Information Processing Systems (NIPS)

Mariam Afshin, Ismail Ben Ayed, Kumaradevan Punithakumar, Max Law, Ali Islam, Aashish Goela, Terry Peters, Shuo Li. 2017-08-29 « Automating Cardiac Disease Detection ». Substance ÉTS
Mariam Afshin, Ismail Ben Ayed, Kumaradevan Punithakumar, Max Law, Ali Islam, Aashish Goela, Terry Peters, Shuo Li. 2017-08-29 « Automatiser le dépistage des maladies cardiaques ». Substance ÉTS
Voncarlos Araújo, Alceu S. Britto, André L. Brun, Alessandro L. Koerich, Rosane Palate. 2017 « Multiple classifier system for plant leaf recognition ». 2017 IEEE International Conference on Systems, Man, and Cybernetics (SMC) (Banff, AB, Canada, Oct. 05-08, 2017) IEEE
Seddigheh Baktash, Mohamad Forouzanfar, Izmail Batkin, Miodrag Bolic, Voicu Z. Groza, Saif Ahmad, Hilmi R. Dajani. 2017 « Characteristic ratio-independent arterial stiffness-based blood pressure estimation ». IEEE Journal of Biomedical and Health Informatics vol. 21 , nº 5. p. 1263-1270
Eya Barkallah, Johan Freulard, Martin J. D. Otis, Suzy Ngomo, Johannes C. Ayena, Christian Desrosiers. 2017 « Wearable devices for classification of inadequate posture at work using neural networks ». Sensors vol. 17 , nº 9
Saman Bashbaghi, Eric Granger, Robert Sabourin, Guillaume-Alexandre Bilodeau. 2017 « Dynamic ensembles of exemplar-SVMs for still-to-video face recognition ». Pattern Recognition vol. 69. p. 61-81
Saman Bashbaghi, Eric Granger, Robert Sabourin, Guillaume-Alexandre Bilodeau. 2017 « Dynamic selection of exemplar-SVMs forwatch-list screening through domain adaptation ». 6th International Conference on Pattern Recognition Applications and Methods (ICPRAM 2017) (Porto, Portugal, Feb. 24-26, 2017) SciTePress
Saman Bashbaghi, Eric Granger, Robert Sabourin, Guillaume-Alexandre Bilodeau. 2017 « Robust watch-list screening using dynamic ensembles of SVMs based on multiple face representations ». Machine Vision and Applications vol. 28 , nº 1/2. p. 219-241
Jorge Cardoso, Tal Arbel, Su-Lin Lee, Veronika Cheplygina, Simone Balocco, Diana Mateus, Guillaume Zahnd, Lena Maeir-Hein, Stefanie Demirci, Éric Granger, Luc Duong, Marc-André Carbonneau, Shadi Albarqouni, Gustavo%I Springer Carneiro. 2017 « Intravascular imaging and computer assisted stenting, and large-scale annotation of biomedical data and expert label synthesis : 6th Joint International Workshops, CVII-STENT 2017 and Second International Workshop, LABELS 2017, Held in Conjunction with MICCAI 2017, Québec City, QC, Canada, September 10–14, 2017 : Proceedings ». 166 p.
Ahmad Chaddad, Christian Desrosiers, Matthew Toews. 2017 « Multi-scale radiomic analysis of sub-cortical regions in MRI related to autism, gender and age ». Scientific Reports vol. 7
Ahmad Chaddad, Christian Desrosiers, Matthew Toews, Bassam Abdulkarim. 2017 « Predicting survival time of lung cancer patients using radiomic analysis ». Oncotarget vol. 8 , nº 61. p. 104393-104407
Ahmad Chaddad, Christian Desrosiers, Lama Hassan, Camel Tanougast. 2017 « Hippocampus and amygdala radiomic biomarkers for the study of autism spectrum disorder ». BMC Neuroscience vol. 18 , nº 1
Rafael M. O. Cruz, Robert Sabourin, George D. C. Cavalcanti. 2017 « Analyzing different prototype selection techniques for dynamic classifier and ensemble selection ». International Joint Conference on Neural Networks (Anchorage, AK, USA, May 14-19, 2017) IEEE
Rafael M. O. Cruz, Robert Sabourin, George D. C. Cavalcanti. 2017 « META-DES.Oracle: Meta-learning and feature selection for dynamic ensemble selection ». Information Fusion vol. 38. p. 84-103
Rafael M. O. Cruz, Hiba H. Zakane, Robert Sabourin, George D. C. Cavalcanti. 2017 « Dynamic ensemble selection VS K-NN: why and when dynamic selection obtains higher classification performance? ». Seventh International Conference on Image Processing Theory, Tools and Applications (IPTA 2017) (Montréal, QC, Canada, 28 nov. - 1er dec. 2017) IEEE
Jose Dolz, Ismail Ben Ayed, Christian Desrosiers. 2017 « DOPE: distributed optimization for pairwise energies ». IEEE Conference on Computer Vision and Pattern Recognition (CVPR) (Honolulu, HI, USA, July 21-26, 2017) IEEE Computer Society
Jose Dolz, Ismail Ben Ayed, Christian Desrosiers. 2017 « Unbiased shape compactness for segmentation ». Medical Image Computing and Computer-Assisted Intervention : MICCAI 2017 : 20th International Conference, Quebec City, QC, Canada, September 11-13, 2017 : Proceedings : Part I (Quebec City, QC, Canada, Sept. 11-13, 2017) Springer Verlag
George Ekladious, Robert Sabourin, Eric Granger. 2017 « Learning global-local distance metrics for signature-based biometric cryptosystems ». Cryptography vol. 1 , nº 3
Tobias Fechter, Sonja Adebahr, Dimos Baltas, Ismail Ben Ayed, Christian Desrosiers, Jose Dolz. 2017 « Esophagus segmentation in CT via 3D fully convolutional neural network and random walk ». Medical Physics vol. 44 , nº 12. p. 6341-6352
Mohamad Forouzanfar, Mohamed Mabrouk, Sreeraman Rajan, Miodrag Bolic, Hilmi R. Dajani, Voicu Z. Groza. 2017 « Event recognition for contactless activity monitoring using phase-modulated continuous wave radar ». IEEE Transactions on Biomedical Engineering vol. 64 , nº 2. p. 479-491
Amir Ghodrati, Ali Diba, Marco Pedersoli, Tinne Tuytelaars, Luc Van Gool. 2017 « DeepProposals: Hunting objects and actions by cascading deep convolutional layers ». International Journal of Computer Vision vol. 124 , nº 2. p. 115-131
Lena Gorelick, Yuri Boykov, Olga Veksler, Ismail Ben Ayed, Andrew Delong. 2017 « Local submodularization for binary pairwise energies ». IEEE Transactions on Pattern Analysis and Machine Intelligence vol. 39 , nº 10. p. 1985-1999
Hawraa Haj-Hassan, Ahmad Chaddad, Youssef Harkouss, Christian Desrosiers, Matthew Toews, Camel Tanougast. 2017 « Classifications of multispectral colorectal cancer tissues using convolution neural network ». Journal of Pathology Informatics vol. 8 , nº 1
Seyed-Parsa Hojjat, Ismail Ayed, Gregory J. Garvin, Kumaradevan Punithakumar. 2017 « Spine labeling in MRI via regularized distribution matching ». International Journal of Computer Assisted Radiology and Surgery vol. 12 , nº 11. p. 1911-1922
Byong jun Hwang, Jinchang Ren, Samuel McCormack, Craig Berry, Ismail Ben Ayed, Hans C. Graber, Erchan Aptoula. 2017 « A practical algorithm for the retrieval of floe size distribution of Arctic sea ice from high-resolution satellite Synthetic Aperture Radar imagery ». Elementa : Science of Anthropocene vol. 5
Kuldeep Kumar, Christian Desrosiers, Kaleem Siddiqi, Olivier Colliot, Matthew Toews. 2017 « Fiberprint: A subject fingerprint based on sparse code pooling for white matter fiber analysis ». NeuroImage vol. 158. p. 242-259
Kuldeep Kumar, Christian Desrosiers, Kaleem Siddiqi, Olivier Colliot, Matthew Toews. 2017-11-14 « Fiberprint: Human Brain Wiring Shows Unique Fingerprint ». Substance ÉTS
Kuldeep Kumar, Christian Desrosiers, Kaleem Siddiqi, Olivier Colliot, Matthew Toews. 2017-11-14 « L’empreinte cérébrale : une image des connexions du cerveau ». Substance ÉTS
Kuldeep Kumar, Pietro Gori, Benjamin Charlier, Stanley Durrleman, Olivier Colliot, Christian Desrosiers. 2017 « White matter fiber segmentation using functional varifolds ». Graphs in Biomedical Image Analysis, Computational Anatomy and Imaging Genetics : First International Workshop, GRAIL 2017, 6th International Workshop, MFCA 2017, and Third International Workshop, MICGen 2017, Held in Conjunction with MICCAI 2017, Québec (Québec, QC, Canada, Sept. 10-14, 2017) Springer
Nguyen-Meidine Le Thanh, Eric Granger, Madhu Kiran, Louis-Antoine Blais-Morin. 2017 « A comparison of CNN-based face and head detectors for real-time video surveillance applications ». Seventh International Conference on Image Processing Theory, Tools and Applications (IPTA) (Montreal, QC, Canada, Nov. 28 - Dec. 01, 2017) IEEE
Yosra Mathlouthi, Amar Mitiche, Ismail Ben Ayed. 2017 « Regularised differentiation for image derivatives ». IET Image Processing vol. 11 , nº 5. p. 310-316
Mohamed Mhiri, Sherif Abuelwafa, Christian Desrosiers, Mohamed Cheriet. 2017 « Footnote-based document image classification using 1D convolutional neural networks and histograms ». Seventh International Conference on Image Processing Theory, Tools and Applications (IPTA) (Montreal, QC, Canada, Nov. 28 - Dec. 01, 2017) IEEE
Mohamed Mhiri, Mohamed Cheriet, Christian Desrosiers. 2017 « Query-by-example word spotting using multiscale features and classification in the space of representation differences ». IEEE International Conference on Image Processing (ICIP) (Beijing, China, Sept. 17-20, 2017) IEEE
Faten M’hiri, Luc Duong, Christian Desrosiers, Nagib Dahdah, Joaquim Miró, Mohamed Cheriet. 2017 « Automatic evaluation of vessel diameter variation from 2D X-ray angiography ». International Journal of Computer Assisted Radiology and Surgery vol. 12 , nº 11. p. 1867-1876
Farshad Nourbakhsh, Eric Granger, Giorgio Fumera. 2017 « An extended sparse classification framework for domain adaptation in video surveillance ». Computer Vision – ACCV 2016 Workshops : ACCV 2016 International Workshops, Taipei, Taiwan, November 20-24, 2016, Revised Selected Papers, Part III (Taipei, Taiwan, Nov. 20-24, 2016) Springer Verlag
Mostafa Parchami, Saman Bashbaghi, Eric Granger. 2017 « CNNs with cross-correlation matching for face recognition in video surveillance using a single training sample per person ». 14th IEEE International Conference on Advanced Video and Signal-Based Surveillance (AVSS) (Lecce, Italy, Aug. 29 - Sept. 01 2017) IEEE
Mostafa Parchami, Saman Bashbaghi, Eric Granger. 2017 « Video-based face recognition using ensemble of haar-like deep convolutional neural networks ». 2017 International Joint Conference on Neural Networks (IJCNN) (Anchorage, AK, USA, May 14-19, 2017) IEEE
Mostafa Parchami, Saman Bashbaghi, Eric Granger, Saif Sayed. 2017 « Using deep autoencoders to learn robust domain-invariant representations for still-to-video face recognition ». 14th IEEE International Conference on Advanced Video and Signal-Based Surveillance (AVSS) (Lecce, Italy, Aug. 29 - Sept. 01 2017) IEEE
Marco Pedersoli, Thomas Lucas, Cordelia Schmid, Jakob Verbeek. 2017 « Areas of attention for image captioning ». 2017 IEEE International Conference on Computer Vision (ICCV) (Venice, Italy, Oct. 22-29, 2017) IEEE
Jhony K. Pontes, Clinton Fookes, Alceu Britto Jr, Alessandro L. Koerich. 2017 « Two-stage facial age prediction using group-specific features ». 42nd IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (New Orleans, LA, USA, Mar. 05-09, 2017) IEEE
Frank Preiswerk, Matthew Toews, Cheng-Chieh Cheng, Jr-yuan George Chiou, Chang-Sheng Mei, Lena F. Schaefer, W. Scott Hoge, Benjamin M. Schwartz, Lawrence P. Panych, Bruno Madore. 2017 « Hybrid MRI-Ultrasound acquisitions, and scannerless real-time imaging ». Magnetic Resonance in Medicine vol. 78 , nº 3. p. 897-908
Mohammadhadi Shateri, Maha Ghaib, Dagmar Svecova, Douglas Thomson. 2017 « On acoustic emission for damage detection and failure prediction in fiber reinforced polymer rods using pattern recognition analysis ». Smart Materials and Structures vol. 26 , nº 6
Mohammadhadi Shateri, Douglas Thomson, Maha Ghaib, Dagmar Svecova. 2017 « System for logging acoustic emission signals from FRP reinforcing rods that is suitable for field and long term laboratory testing ». 11th International Workshop on Structural Health Monitoring (IWSHM) (Stanford, CA, USA, Sept. 12-14, 2017) DEStech Publications
Eunelson J. Silva, Alceu S. Britto, Luiz S. Oliveira, Fabricio Enembreck, Robert Sabourin, Alessandro L. Koerich. 2017 « A two-step cascade classification method ». 2017 International Joint Conference on Neural Networks (IJCNN) (Anchorage, AK, USA, May 14-19, 2017) IEEE
Mariana A. Souza, George D. C. Cavalcanti, Rafael M. O. Cruz, Robert Sabourin. 2017 « On the characterization of the Oracle for dynamic classifier selection ». International Joint Conference on Neural Networks (IJCNN) (Anchorage, AK, USA, May 08-12, 2017) IEEE
I. Verduyckt, P. Cardinal, A. Loubnani, A. Alpan. 2017 « MyOrtho – A vocal coach application with visual feed-back for monitoring and storing of patient progress in a home environment ». 10th International Workshop Models and Analysis of Vocal Emissions for Biomedical Applications (Firenze, Italy, Dec. 13-15, 2017) Firenze University Press
Xihan Wang, Xiaoyi Feng, Zhaoqiang Xia, Jinye Peng, E. Granger. 2017 « Multi-orientation scene text detection leveraging background suppression ». 9th International Conference on Image and Graphics, ICIG 2017; Shanghai; China; 13 September 2017 through 15 September 2017 (Shanghai, China, Sept. 13-15, 2017) Springer
Mingli Zhang, Christian Desrosiers. 2017 « Image completion with global structure and weighted nuclear norm regularization ». 2017 International Joint Conference on Neural Networks (IJCNN) (Anchorage, AK, USA, May 14-19, 2017) IEEE
Mingli Zhang, Christian Desrosiers. 2017 « Image denoising based on sparse representation and gradient histogram ». IET Image Processing vol. 11 , nº 1. p. 54-63
Mingli Zhang, Christian Desrosiers, Caiming Zhang. 2017 « Effective compressive sensing via reweighted total variation and weighted nuclear norm regularization ». IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) (New Orleans, LA, USA, Mar. 05-09, 2017) IEEE

David Abolarin, Mohamad Forouzanfar, Voicu Z. Groza, Sreeraman Rajan, Hilmi R. Dajani, Emil M. Petriu. 2016 « Model-based filtering and compression of oscillometric blood pressure pulses ». IEEE International Symposium on Medical Measurements and Applications (MeMeA) (Benevento, Italy, May 15-18, 2016) IEEE
Ahmed Ali, Najim Dehak, Patrick Cardinal, Sameer Khurana, Sree Harsha Yella, James Glass, Peter Bell, Steve Renals. 2016 « Automatic dialect detection in Arabic broadcast speech ». 17th Annual Conference of the International Speech Communication Association, (INTERSPEECH) (San Francisco, CA, USA, Sept. 08-16, 2016) International Speech and Communication Association
Jorn Bersvendsen, Matthew Toews, Adriyana Danudibroto, William M. Wells, Stig Urheim, Raul San José Estepar, Eigil Samset. 2016 « Robust spatio-temporal registration of 4D cardiac ultrasound sequences ». Medical Imaging 2016: Ultrasonic Imaging and Tomography (San Diego, CA, USA, Feb. 28-29, 2016) SPIE
Patrice Boucher, Pierre Dufour, Pierrich Plusquellec, Najim Dehak, Pierre Dumouchel, Patrick Cardinal. 2016 « PHYSIOSTRESS: A multimodal corpus of data on acute stress and physiological activation ». Workshop on Multimodal Corpora : Computer vision and language processing (MMC 2016) (Portoroz, Slovenia, May 23-28, 2016) European Language Resources Association (ELRA)
Marc-André Carbonneau, Eric Granger, Ghyslain Gagnon. 2016 « Score thresholding for accurate instance classification in multiple instance learning ». Sixth International Conference on Image Processing Theory, Tools and Applications (IPTA) (Oulu, Finland, Dec. 12-15, 2016) IEEE
Marc-André Carbonneau, Éric Granger, Alexandre J. Raymond, Ghyslain Gagnon. 2016 « Robust multiple-instance learning ensembles using random subspace instance selection ». Pattern Recognition vol. 58. p. 83-99
Ahmad Chaddad, Christian Desrosiers, Ahmed Bouridane, Matthew Toews, Lama Hassan, Camel Tanougast. 2016 « Multi texture analysis of colorectal cancer continuum using multispectral imagery ». PLoS ONE vol. 11 , nº 2
Ahmad Chaddad, Christian Desrosiers, Lama Hassan, Matthew Toews. 2016 « Multispectral texture analysis of histopathological abnormalities in colorectal tissues ». IEEE International Conference on Image Processing (ICIP) (Phoenix, AZ, USA, Sept. 25-28, 2016) IEEE
Ahmad Chaddad, Christian Desrosiers, Matthew Toews. 2016 « GBM heterogeneity characterization by radiomic analysis of phenotype anatomical planes ». Medical Imaging 2016: Image Processing (San Diego, CA, USA, Fev. 27-Mar. 03, 2016) SPIE
Ahmad Chaddad, Christian Desrosiers, Matthew Toews. 2016 « Local discriminative characterization of MRI for Alzheimer's disease ». 2016 IEEE 13th International Symposium on Biomedical Imaging (ISBI) (Prague, Czech Republic, Apr. 13-16, 2016) IEEE
Ahmad Chaddad, Christian Desrosiers, Matthew Toews. 2016 « Phenotypic characterization of glioblastoma identified through shape descriptors ». Medical Imaging 2016: Computer-Aided Diagnosis (San Diego, CA, USA, Feb. 28-Mar. 02, 2016) SPIE
Ahmad Chaddad, Christian Desrosiers, Matthew Toews. 2016 « Radiomic analysis of multi-contrast brain MRI for the prediction of survival in patients with glioblastoma multiforme ». 2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) (Orlando, FL, USA, Aug. 16-20, 2016) IEEE
Ahmad Chaddad, Christian Desrosiers, Lama Hassan, Camel Tanougast. 2016 « A quantitative study of shape descriptors from glioblastoma multiforme phenotypes for predicting survival outcome ». British Journal of Radiology vol. 89 , nº 1068
Marc-André Charbonneau, Éric Granger, Ghyslain Gagnon. 2016 « Witness identification in multiple instance learning using random subspaces ». 23rd International Conference on Pattern Recognition (ICPR) (Cancún, México, Dec. 04-08, 2016) IEEE
Marcelo J. Cossetin, Julio C. Nievola, Alessandro L. Koerich. 2016 « Facial expression recognition using a pairwise feature selection and classification approach ». 2016 International Joint Conference on Neural Networks (IJCNN) (Vancouver, BC, Canada, July 24-29, 2016) IEEE
M. Ali Akber Dewan, É. Granger, G. L. Marcialis, R. Sabourin, F. Roli. 2016 « Adaptive appearance model tracking for still-to-video face recognition ». Pattern Recognition vol. 49. p. 129-151
J. Dolz, H. A. Kirisli, T. Fechter, S. Karnitzki, O. Oehlke, U. Nestle, M. Vermandel, L. Massoptier. 2016 « Interactive contour delineation of organs at risk in radiotherapy: clinical evaluation on NSCLC patients ». Medical Physics vol. 43 , nº 5. p. 2569-2580
Jose Dolz, Nacim Betrouni, Mathilde Quidet, Dris Kharroubi, Henri A. Leroy, Nicolas Reyns, Laurent Massoptier, Maximilien Vermandel. 2016 « Stacking denoising auto-encoders in a deep network to segment the brainstem on MRI in brain cancer patients: A clinical study ». Computerized Medical Imaging and Graphics vol. 52. p. 8-18
Mohamad Forouzanfar, Hilmi R. Dajani, Voicu Z. Groza, Miodrag Bolic, Sreeraman Rajan, Izmail Batkin. 2016 « Bayesian fusion algorithm for improved oscillometric blood pressure estimation ». Medical Engineering and Physics vol. 38 , nº 11. p. 1300-1304
Amir Ghodrati, Xu Jia, Marco Pedersoli, Tinne Tuytelaars. 2016 « Towards automatic image editing: learning to see another you ». Proceedings of the British Machine Vision Conference (York County, United kingdom, Sept. 19-22, 2016) BMVA Press
Dmitry O Gorodnichy, David Bissessar, Eric Granger, Robert Laganiére. 2016 « Recognizing people and their activities in surveillance video: technology state of readiness and roadmap ». 13th Conference on Computer and Robot Vision (Victoria, BC, Canada, June 1-3, 2016) IEEE
Kuldeep Kumar, Christian Desrosiers, Ahmad Chaddad, Matthew Toews. 2016 « Spatially constrained sparse regression for the data-driven discovery of neuroimaging biomarkers ». 23rd International Conference on Pattern Recognition (ICPR) (Cancún, México, Dec. 04-08, 2016) IEEE
Kuldeep Kumar, Christian Desrosiers. 2016 « A sparse coding approach for the efficient representation and segmentation of white matter fibers ». 2016 IEEE 13th International Symposium on Biomedical Imaging (ISBI) (Prague, Czech Republic, Apr. 13-16, 2016) IEEE
Faten M'Hiri, Luc Duong, Christian Desrosiers, Mohamed Leye, Joaquim Miró, Mohamed Cheriet. 2016 « A graph-based approach for spatio-temporal segmentation of coronary arteries in X-ray angiographic sequences ». Computers in Biology and Medicine vol. 79. p. 45-58
Mohamed Mabrouk, Sreeraman Rajan, Miodrag Bolic, Mohamad Forouzanfar, Hilmi R. Dajani, Izmail Batkin. 2016 « Human breathing rate estimation from radar returns using harmonically related filters ». Journal of Sensors vol. 2016
Y. Mathlouthi, A. Mitiche, I. Ben Ayed. 2016 « Calcul variationnel des dérivées d’une image et application à l’estimation du flot optique et du flot de scène ». Reconnaissance des Formes et l'Intelligence Artificielle (RFIA'16) (Clermont Ferrand, France, 27 juin - 1 juil. 2016)
Yosra Mathlouthi, Amar Mitiche, Ismail Ben Ayed. 2016 « Boundary preserving variational image differentiation ». Pattern Recognition : 38th German Conference, GCPR 2016, Hannover, Germany, September 12-15, 2016, Proceedings (Hannover, Germany, Sept. 12-15, 2016) Springer International Publishing
Yosra Mathlouthi, Amar Mitiche, Ismail Ben Ayed. 2016 « Monocular, boundary-preserving joint recovery of scene flow and depth ». Frontiers in ICT vol. 3
Rafael Menelau Oliveira E. Cruz. 2016 « Dynamic selection of ensemble of classifiers using meta-learning ». 293 p.Thèse de doctorat. Montréal, École de technologie supérieure.
Brandon Miles, Ismail Ben Ayed, Seyed-Parsa Hojjat, Michael H. Wang, Shuo Li, Aaron Fenster, Gregory J. Garvin. 2016 « Spine labeling in axial magnetic resonance imaging via integral kernels ». Computerized Medical Imaging and Graphics vol. 54. p. 27-34
Farshad Nourbakhsh, Eric Granger. 2016 « Learning of graph compressed dictionaries for sparse representation classification ». Proceedings of the 5th International Conference on Pattern Recognition Applications and Methods (ICPRAM 2016) (Rome, Italy, Feb. 24-26, 2016) SciTePress
Jhony K. Pontes, Alceu S. Britto, Clinton Fookes, Alessandro L. Koerich. 2016 « A flexible hierarchical approach for facial age estimation based on multiple features ». Pattern Recognition vol. 54. p. 34-51
Donavan Prieur, Éric Granger, Yvon Savaria, Claude Thibeault. 2016 « Efficient identification of faces in video streams using low-power multi-core devices ». In Handbook of Pattern Recognition and Computer Vision. p. 427-454. World Scientific
Kumaradevan Punithakumar, Ismail Ben Ayed, Mariam Afshin, Aashish Goela, Ali Islam, Shuo Li, Pierre Boulanger, Harald Becher, Michelle Noga. 2016 « Detecting left ventricular impaired relaxation in cardiac MRI using moving mesh correspondences ». Computer Methods and Programs in Biomedicine vol. 124. p. 58-66
Anandarup Roy, Rafael M. O. Cruz, Robert Sabourin, George D. C. Cavalcanti. 2016 « Meta-learning recommendation of default size of classifier pool for META-DES ». Neurocomputing vol. 216. p. 351-362
Anandarup Roy, Rafael M. O. Cruz, Robert Sabourin, George D. C. Cavalcanti. 2016 « Meta-regression based pool size prediction scheme for dynamic selection of classifiers ». 23rd International Conference on Pattern Recognition (ICPR) (Cancún, México, Dec. 04-08, 2016) IEEE
Frank R. Schmidt, Lena Gorelick, Ismail Ben Ayed, Yuri Boykov, Thomas Brox. 2016 « Shape distances for binary image segmentation ». In Perspectives in Shape Analysis. p. 137-154. Springer Heidelberg
Mohammed Senoussaoui, Patrick Cardinal, Najim Dehak, Alessandro L. Koerich. 2016 « Native language detection using the i-vector framework ». 17th Annual Conference of the International Speech Communication Association (INTERSPEECH) (San Francisco, CA, USA, Sept. 08-16, 2016) International Speech and Communication Association
M. Shateri, M. Ghaib, D. Svecova, D. J. Thomson. 2016 « Robust failure prediction in fiber reinforced polymer rods using frequency entropy of clustered acoustic emission events ». ECCM 2016 - Proceeding of the 17th European Conference on Composite Materials (Munich, Germany, June 26-30, 2016) European Conference on Composite Materials, ECCM
Roghayeh Soleymani, Eric Granger, Giorgio Fumera. 2016 « Classifier ensembles with trajectory under-sampling for face re-identification ». Proceedings of the 5th International Conference on Pattern Recognition Applications and Methods (ICPRAM 2016) (Rome, Italy, Feb. 24-26, 2016) SciTePress
Roghayeh Soleymani, Eric Granger, Giorgio Fumera. 2016 « Loss factors for learning Boosting ensembles from imbalanced data ». 23rd International Conference on Pattern Recognition (ICPR) (Cancun, Mexico, Dec. 4-8, 2016) IEEE
Meng Tang, Dmitrii Marin, Ismail Ben Ayed, Yuri Boykov. 2016 « Normalized Cut Meets MRF ». Computer Vision - ECCV 2016 : 14th European Conference, Amsterdam, The Netherlands, October 11-14, 2016, Proceedings, Part II (Amsterdam, Netherlands, Oct. 08-16, 2016) Springer International Publishing
Matthew Toews, William M. Wells. 2016 « How are siblings similar? How similar are siblings? Large-scale imaging genetics using local image features ». 2016 IEEE 13th International Symposium on Biomedical Imaging (ISBI) (Prague, Czech Republic, Apr. 13-16, 2016) IEEE
Luc Trudeau, Stéphane Coulombe, Christian Desrosiers. 2016 « Sub-partition reuse for fast optimal motion estimation in HEVC successive elimination algorithms ». IEEE International Conference on Image Processing (ICIP) (Phoenix, AZ, USA, Sept. 25-28, 2016) IEEE
Eduardo Vellasques, Robert Sabourin, Éric Granger. 2016 « A dual-purpose memory approach for dynamic particle swarm optimization of recurrent problems ». In Recent Advances in Computational Intelligence in Defense and Security vol. Part III. p. 367-389. Springer International Publishing
Mingli Zhang, Christian Desrosiers. 2016 « Robust MRI reconstruction via re-weighted total variation and non-local sparse regression ». IEEE 18th International Workshop on Multimedia Signal Processing (MMSP) (Montreal, QC, Canada, Sept. 21-23, 2016) IEEE
Mingli Zhang, Christian Desrosiers, Qiang Qu, Fenghua Guo, Caiming Zhang. 2016 « Medical image super-resolution with non-local embedding sparse representation and improved IBP ». 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (Shanghai, China, Mar. 20-25, 2016) IEEE
Mingli Zhang, Kuldeep Kumar, Christian Desrosiers. 2016 « A weighted total variation approach for the atlas-based reconstruction of brain MR data ». IEEE International Conference on Image Processing (ICIP) (Phoenix, AZ, USA, Sept. 25-28, 2016) IEEE
Mingli Zhang, Qiang Qu, Sadegh Nobari, Christian Desrosiers. 2016 « LRI: a low rank approach to non-local sparse representation for image interpolation ». International Joint Conference on Neural Networks (IJCNN) (Vancouver, BC, Canada, July 24-29, 2016) IEEE

I. Amara, Eric Granger, A. Hadid. 2015 « On the effects of illumination normalization with LBP-based watchlist screening ». Computer Vision - ECCV 2014 Workshops. Proceedings: LNCS 8926 (Zurich, Switzerland, Sept. 6-12, 2014) Springer International Publishing
Saman Bashbaghi, Éric Granger, Robert Sabourin, Guillaume-Alexandre Bilodeau. 2015 « Ensembles of exemplar-SVMs for video face recognition from a single sample per person ». 2015 12th IEEE International Conference on Advanced Video and Signal based Surveillance (AVSS) (Karlsruhe, Germany, Aug. 25-28 2015) IEEE
Izmail Batkin, Saif Ahmad, Miodrag Bolic, Voicu Groza, R. Dajani Hilmi, Mohamad Forouzanfar. 2015-02-24 « Apparatus and method for electrocardiogram-assisted blood pressure measurement ». Brevet canadien CA 2776204.
Alvine Boaye Belle, Ghizlane El boussaidi, Christian Desrosiers, Hafedh Mili. 2015 « ReALEITY : a tool for recovering software layers from object-oriented systems ». Affiche présentée lors de la conférence : 2015 12th Working IEEE/IFIP Conference on Software Architecture (WICSA) (Montreal, QC, Canada, May 4-7, 2015)
Ismail Ben Ayed. 2015 « Optimisation et apprentissage pour l'analyse d'images médicales ». Communication lors de la conférence : Centre de recherche du Centre hospitalier de l’Université de Montréal (CRCHUM) (Montréal, QC, Canada, Nov. 2015)
Ismail Ben Ayed, Kumaradevan Punithakumar, Sukhdeep Gill, Gregory John Garvin. 2015-02-24 « Automatic detection of vertebrae boundaries in spine images ». Brevet américain US 8,965,083.
Ismail Ben Ayed, Kumaradevan Punithakumar, Seyed-parsa Hojjat, Gregory Garvin. 2015-06-23 « Methods and apparatus to generate three-dimensional spinal renderings ». Brevet américain US 9,064,307.
Ismail Ben Ayed, Kumaradevan Punithakumar, Shuo Li. 2015 « Distribution matching with the Bhattacharyya similarity: a bound optimization framework ». IEEE Transactions on Pattern Analysis and Machine Intelligence vol. 37 , nº 9. p. 1777-1791
Hakan Bilen, Marco Pedersoli, Tinne Tuytelaars. 2015 « Weakly supervised object detection with convex clustering ». IEEE Conference on Computer Vision and Pattern Recognition, (CVPR) (Boston, MA, USA, June 07-12, 2015) IEEE Computer Society
Alvine Boaye Belle, Ghizlane El Boussaidi, Christian Desrosiers, Sègla Kpodjedo, Hafedh Mili. 2015 « The layered architecture recovery as a quadratic assignment problem ». Software Architecture : 9th European Conference, ECSA 2015, Dubrovnik/Cavtat, Croatia, September 7–11, 2015, Proceedings (Cham, Switzerland, Sept. 7-11, 2015) Springer International Publishing
Tarik Boukhalfi, Christian Desrosiers, Eric Paquette. 2015 « A machine learning approach to automate facial expressions from physical activity ». 23rd International Conference in Central Europe on Computer Graphics, Visualization and Computer Vision, WSCG 2015 - Full Papers Proceedings (Pilsen, Czech Republic, June 8-12, 2015) Vaclav Skala - Union Agency
Simon Boutin, Réal Tremblay, Patrick Cardinal, Doug Peters, Pierre Dumouchel. 2015 « Audio quotation marks for natural language understanding ». INTERSPEECH 2015. 16th Annual Conference of the International Speech Communication Association (Dresden, Germany, Sept. 6-10, 2015) International Speech Communication Association
Yuri Boykov, Hossam Isack, Carl Olsson, Ismail Ben Ayed. 2015 « Volumetric bias in segmentation and reconstruction: Secrets and solutions ». Communication lors de la conférence : IEEE International Conference on computer vision (Santiago, Chile, Dec. 11-18, 2015)
Yuri Boykov, Hossam Isack, Carl Olsson, Ismail Ben Ayed. 2015 « Volumetric bias in segmentation and reconstruction: secrets and solutions ». 2015 IEEE International Conference on Computer Vision (ICCV) (Santiago, Chile, Dec. 7-13, 2015) IEEE Computer Society
Marc-André Carbonneau, Alexandre J. Raymond, Éric Granger, Ghyslain Gagnon. 2015 « Real-time visual play-break detection in sport events using a context descriptor ». 2015 IEEE International Symposium on Circuits and Systems (ISCAS). Proceedings (Lisbon, Portugal, May 24-27, 2015) IEEE
Patrick Cardinal, Najim Dehak, Alessandro Koerich Lameiras, Jahangir Alam, Patrice Boucher. 2015 « ETS System for AV+EC 2015 Challenge ». Proceedings of the 5th International Workshop on Audio/Visual Emotion Challenge (Brisbane, Australia, Oct. 26-30, 2015) ACM
Patrick Cardinal, Najim Dehak, Yu Zhang, James Glass. 2015 « Speaker adaptation using the I-vector technique for bottleneck features ». INTERSPEECH 2015. 16th Annual Conference of the International Speech Communication Association (Dresden, Germany, Sept. 6-10, 2015) International Speech Communication Association
Tanushri Chakravorty, Guillaume-Alexandre Bilodeau, Éric Granger. 2015 « Contextual object tracker with structure encoding ». 2015 IEEE International Conference on Image Processing (ICIP) (Quebec City, QC, Canada, Sept. 27-30, 2015) IEEE
Rafael M. O. Cruz, Robert Sabourin, George D. C. Cavalcanti. 2015 « META-DES.H: A dynamic ensemble selection technique using meta-learning and a dynamic weighting approach ». 2015 International Joint Conference on Neural Networks (IJCNN) (Killarney, Ireland, July 12-17, 2015) IEEE
Rafael M. O. Cruz, Robert Sabourin, George D. C. Cavalcanti, Tsang Ing Ren. 2015 « META-DES: A dynamic ensemble selection framework using meta-learning ». Pattern Recognition vol. 48 , nº 5. p. 1925-1935
Paulo R. L. De Almeida, Luiz S. Oliveira, Alceu S. Britto, Eunelson J. Silva, Alessandro L. Koerich. 2015 « PKLot-A robust dataset for parking lot classification ». Expert Systems with Applications vol. 42 , nº 11. p. 4937-4949
Miguel De La Torre, Éric Granger, Robert Sabourin. 2015 « Adaptive skew-sensitive fusion of ensembles and their application to face re-identification ». International Joint Conference on Neural Networks 2015 (Killarney, Ireland, July 12-17, 2015)
Miguel De-la-Torre, Éric Granger, Paulo V. W. Radtke, Robert Sabourin, Dmitry O. Gorodnichy. 2015 « Partially-supervised learning from facial trajectories for face recognition in video surveillance ». Information Fusion vol. 24. p. 31-53
Miguel De-la-Torre, Éric Granger, Robert Sabourin, Dmitry O. Gorodnichy. 2015 « Adaptive skew-sensitive ensembles for face recognition in video surveillance ». Pattern Recognition vol. 48 , nº 11. p. 3385-3406
Miguel De-la-Torre, Éric Granger, Robert Sabourin, Dmitry O. Gorodnichy. 2015 « An adaptive ensemble-based system for face recognition in person re-identification ». Machine Vision and Applications vol. 26 , nº 6. p. 741-773
Miguel De-la-Torre, Eric Granger, Robert Sabourin, Dmitry O. Gorodnichy. 2015 « Individual-specific management of reference data in adaptive ensembles for face re-identification ». IET Computer Vision vol. 9 , nº 5. p. 732-740
Christian Desrosiers. 2015 « Unsupervised segmentation using dynamic superpixel random walks ». 2015 International Conference on Image Processing (ICIP) (Quebec City, QC, Canada, Sept. 27-30, 2015) IEEE
M. Ali Akber Dewan, E. Granger, R. Sabourin, G. L. Marcialis, F. Roli. 2015 « Video face recognition from a single still image using an adaptive appearance model tracker ». 2015 IEEE Symposium Series on Computational Intelligence (Cape Town, South Africa, Dec. 7-10, 2015) IEEE
J. Dolz, H. A. Leroy, N. Reyns, L. Massoptier, M. Vermandel. 2015 « A fast and fully automated approach to segment optic nerves on MRI and its application to radiosurgery ». 2015 IEEE 12th International Symposium on Biomedical Imaging (ISBI) (New York, NY, USA, April 16-19, 2015) IEEE
Mohamad Forouzanfar, Saif Ahmad, Izmail Batkin, Hilmi R. Dajani, Voicu Z. Groza, Miodrag Bolic. 2015 « Model-based mean arterial pressure estimation using simultaneous electrocardiogram and oscillometric blood pressure measurements ». IEEE Transactions on Instrumentation and Measurement vol. 64 , nº 9. p. 2443-2452
Mohamad Forouzanfar, Hilmi R. Dajani, Voicu Z. Groza, Miodrag Bolic, Sreeraman Rajan, Izmail Batkin. 2015 « Oscillometric blood pressure estimation: Past, present, and future ». IEEE Reviews in Biomedical Engineering vol. 8. p. 44-63
Amir Ghodrati, Ali Diba, Marco Pedersoli, Tinne Tuytelaars, Luc Van Gool. 2015 « Deepproposal: Hunting objects by cascading deep convolutional layers ». 15th IEEE International Conference on Computer Vision ( ICCV) (Santiago, Chile, Dec. 11-18, 2015) IEEE
Amir Ghodrati, Xu Jia, Marco Pedersoli, Tinne Tuytelaars. 2015 « Swap retrieval: Retrieving images of cats when the query shows a dog ». 5th ACM International Conference on Multimedia Retrieval (ICMR) (Shanghai, China, June 23-26, 2015) Association for Computing Machinery
Josep M. Gonfaus, Marco Pedersoli, Jordi Gonzàlez, Andrea Vedaldi, F. Xavier Roca. 2015 « Factorized appearances for object detection ». Computer Vision and Image Understanding vol. 138. p. 92-101
Ivan Huerta, Marco Pedersoli, Jordi Gonzàlez, Albert Sanfeliu. 2015 « Combining where and what in change detection for unsupervised foreground learning in surveillance ». Pattern Recognition vol. 48 , nº 3. p. 709-719
Stefan Karnyaczki, Christian Desrosiers. 2015 « A sparse coding method for semi-supervised segmentation with multi-class histogram constraints ». 2015 IEEE International Conference on Image Processing (ICIP) (Quebec City, QC, Canada, Sept. 27-30, 2015) IEEE
Samaneh Khoshrou, Jaime S. Cardoso, Eric Granger, Luis F. Teixeira. 2015 « Spatio-temporal fusion for learning of regions of interests over multiple video streams ». Advances in Visual Computing : 11th International Symposium, ISVC 2015, Las Vegas, NV, USA, December 14-16, 2015, Proceedings, Part II (Las Vegas, NV, USA, Dec. 14-16, 2015) Springer Verlag
Kuldeep Kumar, Christian Desrosiers, Kaleem Siddiqi. 2015 « Brain fiber clustering using non-negative kernelized matching pursuit ». Machine Learning in Medical Imaging. 6th International Workshop, MLMI 2015, held in conjunction with MICCAI 2015. Proceedings (Munich, Germany, Oct. 5, 2015) Springer International Publishing
Faten M'Hiri, T. Hoang Ngan Le, Luc Duong, Christian Desrosiers, Mohamed Cheriet. 2015 « Hierarchical segmentation and tracking of coronary arteries in 2D X-ray angiography sequences ». 2015 IEEE International Conference on Image Processing (ICIP) (Quebec City, QC, Canada, Sept. 27-30, 2015) IEEE
Andreia Marini, A. J. Turatti, A. S. Britto, Alessandro L. Koerich. 2015 « Visual and acoustic identification of bird species ». Proceedings of the International Conference on Acoustics, Speech and Signal Processing ICASSP 2015 (Brisbane, Australia, Apr. 19-24, 2015)
J. P. Martin, C. Desrosiers, L. Duong. 2015 « Utilisation d'un fantôme multimodalité cardiothoracique (XCAT) pour la validation d'algorithmes de compensation de mouvement ». Communication lors de la conférence : 6e Journée Cardio-pédiatrique et Foeto-maternelle en recherche (JCF 2015) (Montréal, QC, Canada, 19 mars 2015)
Amar Mitiche, Yosra Mathlouthi, Ismail Ben Ayed. 2015 « Monocular concurrent recovery of structure and motion scene flow ». Frontiers in ICT vol. 2
Fania Mokhayeri, Éric Granger, Guillaume-Alexandre Bilodeau. 2015 « Synthetic face generation under various operational conditions in video surveillance ». IEEE International Conference on Image Processing (ICIP) (Quebec City, QC, Canada, Sept. 27-30, 2015) IEEE
Xia Ning, Christian Desrosiers, George Karypis. 2015 « A comprehensive survey of neighborhood-based recommendation methods ». In Recommender Systems Handbook vol. Part I. p. 37-76. Springer US
Ines Njeh, Lamia Sallemi, Ismail Ben Ayed, Khalil Chtourou, Stephane Lehericy, Damien Galanaud, Ahmed Ben Hamida. 2015 « 3D multimodal MRI brain glioma tumor and edema segmentation: a graph cut distribution matching approach ». Computerized Medical Imaging and Graphics vol. 40. p. 108-119
C. Pagano, E. Granger, R. Sabourin, G. L. Marcialis, F. Roli. 2015 « Adaptive classification for person re-identification driven by change detection ». ICPRAM 2015 - 4th International Conference on Pattern Recognition Applications and Methods, Proceedings (Lisbon, Portugal, Jan. 10-15, 2015) SciTePress
C. Pagano, E. Granger, R. Sabourin, P. Tuveri, G. L. Marcialis, F. Roli. 2015 « Context-sensitive self-updating for adaptive face recognition ». In Adaptive Biometric Systems: Recent Advances and Challenges. p. 9-34. Springer International Publishing
Marco Pedersoli, Radu Timofte, Tinne Tuytelaars, Luc Van Gool. 2015 « An elastic deformation field model for object detection and tracking ». International Journal of Computer Vision vol. 111 , nº 2. p. 137-152
Marco Pedersoli, Tinne Tuytelaars. 2015 « Learning where to position parts in 3D ». 15th IEEE International Conference on Computer Vision (ICCV) (Santiago, Chile, Dec. 11-15, 2015) IEEE
Marco Pedersoli, Andrea Vedaldi, Jordi Gonzàlez, Xavier Roca. 2015 « A coarse-to-fine approach for fast deformable object detection ». Pattern Recognition vol. 48 , nº 5. p. 1844-1853
Caroline Petitjean, Maria A. Zuluaga, Wenjia Bai, Jean-Nicolas Dacher, Damien Grosgeorge, Jérôme Caudron, Su Ruan, Ismail Ben Ayed, M. Jorge Cardoso, Hsiang-Chou Chen, Daniel Jimenez-Carretero, Maria J. Ledesma-Carbayo, Christos Davatzikos, Jimit Doshi, Guray Erus, Oskar M. O. Maier, Cyrus M. S. Nambakhsh, Yangming Ou, Sébastien Ourselin, Chun-Wei Peng, Nicholas S. Peters, Terry M. Peters, Martin Rajchl, Daniel Rueckert, Andres Santos, Wenzhe Shi, Ching-Wei Wang, Haiyan Wang, Jing Yuan. 2015 « Right ventricle segmentation from cardiac MRI: a collation study ». Medical Image Analysis vol. 19 , nº 1. p. 187-202
Frank Preiswerk, Matthew Toews, W. Scott Hoge, Jr-yuan George Chiou, Lawrence P. Panych, William M. Wells, Bruno Madore. 2015 « Hybrid utrasound and MRI acquisitions for high-speed imaging of respiratory organ motion ». Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2015: 18th International Conference, Munich, Germany, October 5-9, 2015, Proceedings (Munich, Germany, Oct. 5-9, 2015) Springer International Publishing
Kumaradevan Punithakumar, Michelle Noga, Ismail Ben Ayed, Pierre Boulanger. 2015 « Right ventricular segmentation in cardiac MRI with moving mesh correspondences ». Computerized Medical Imaging and Graphics vol. 43. p. 15-25
Ajita Rattani, Fabio Roli, Éric Granger. 2015 « Adaptive Biometric Systems: Recent Advances and Challenges ». : Springer International Publishing. 134 p.
Hamed Samimi, Mohamad Forouzanfar, Hilmi R. Dajani. 2015 « Automatic recognition of speech-evoked brainstem responses to English vowels ». IASTED International Conference on Computational Intelligence (CI 2015) (Innsbruck, Austria, Feb. 16-17, 2015) Acta Press
Alpa Jayesh Shah, Christian Desrosiers, Robert Sabourin. 2015 « Contextual anomaly detection using log-linear tensor factorization ». Advances in Knowledge Discovery and Data Mining : 19th Pacific-Asia Conference, PAKDD 2015. Ho Chi Minh City, Vietnam, May 19-22, 2015, Proceedings, Part II (Ho Chi Minh City, Vietnam, May 19-22, 2015) Springer International Publishing
Mohammadhadi Shateri, Shohreh Ghorbani, Abdolhossein Hemmati-Sarapardeh, Amir H. Mohammadi. 2015 « Application of Wilcoxon generalized radial basis function network for prediction of natural gas compressibility factor ». Journal of the Taiwan Institute of Chemical Engineers vol. 50. p. 131-141
Meng Tang, Ismail Ben Ayed, Dmitrii Marin, Yuri Boykov. 2015 « Secrets of GrabCut and Kernel K-Means ». 2015 IEEE International Conference on Computer Vision (ICCV) (Santiago, Chile, Dec. 7-13, 2015) IEEE Computer Society
Meng Tang, Ismail Ben Ayed, Dmitrii Marin, Yuri Boykov. 2015 « Secrets of GrabCut and Kernel K-Means ». Communication lors de la conférence : IEEE International Conference on computer vision (Santiago, Chile, Dec. 11-18, 2015)
Vitaliy Tayanov, Éric Granger, Miguel Bordallo, Abdenour Hadid. 2015 « Super-resolution pipeline for fast adjudication in watchlist screening ». IEEE International Conference on Image Processing Theory, Tools and Applications (IPTA) (Orleans, France, Nov. 10-13, 2015) IEEE
Matthew Toews, Christian Wachinger, Raul San Jose Estepar, William M. Wells III. 2015 « A feature-based approach to Big Data medical image analysis ». Communication lors de la conférence : Information Processing in Medical Imaging (IPMI 2015) (Isle of Skye, Scotland, June 28 - July 3, 2015)
Matthew Toews, Christian Wachinger, Raul San Jose Estepar, William M. III Wells. 2015 « A Feature-based approach to big data analysis of medical images ». Information Processing in Medical Imaging : 24th International Conference, IPMI 2015, Sabhal Mor Ostaig, Isle of Skye, UK, June 28 - July 3, 2015, Proceedings (Sabhal Mor Ostaig, Isle of Skye, UK, June 28-July 3, 2015) Springer International Publishing
Luc Trudeau, Stéphane Coulombe, Christian Desrosiers. 2015 « An adaptive search ordering for rate-constrained successive elimination algorithms ». 2015 IEEE International Conference on Image Processing (ICIP) (Quebec City, QC, Canada, Sept. 27-30, 2015) IEEE
Leila M. Vriesmann, Alceus S. Jr. Britto, Luiz S. Oliveira, Alessandro L. Koerich, Robert Sabourin. 2015 « Combining overall and local class accuracies in an oracle-based method for dynamic ensemble selection ». 2015 International Joint Conference on Neural Networks (IJCNN) (Killarney, Ireland, July 12-17, 2015) IEEE
C. Wachinger, M. Toews, G. Langs, W. Wells, P. Golland. 2015 « Keypoint transfer segmentation ». Information Processing in Medical Imaging : 24th International Conference, IPMI 2015, Sabhal Mor Ostaig, Isle of Skye, UK, June 28 - July 3, 2015, Proceedings (Sabhal Mor Ostaig, Isle of Skye, UK, June 28-July 3, 2015) Springer International Publishing
Mingli Zhang, Christian Desrosiers, Caiming Zhang, Mohamed Cheriet. 2015 « Effective document image deblurring via gradient histogram preservation ». 2015 IEEE International Conference on Image Processing (ICIP) (Quebec City, QC, Canada, Sept. 27-30, 2015) IEEE

Mariam Afshin, Ismail Ben Ayed, Kumaradevan Punithakumar, Max Law, Ali Islam, Aashish Goela, Terry Peters, Shuo Li. 2014 « Regional assessment of cardiac left ventricular myocardial function via MRI statistical features ». IEEE Transactions on Medical Imaging vol. 33 , nº 2. p. 481-494
Ahmed Ali, Yifan Zhang, Patrick Cardinal, Najim Dehak, Stephan Vogel, James Glass. 2014 « A complete KALDI recipe for building Arabic speech recognition systems ». 2014 IEEE Spoken Language Technology Workshop (STL) (South Lake Tahoe, NV, USA, Dec. 7-10, 2014) IEEE
Saman Bashbaghi, Eric Granger, Robert Sabourin, Guillaume-Alexandre Bilodeau. 2014 « Watch-list screening using ensembles based on multiple face representations ». Proceedings - International Conference on Pattern Recognition (Stockholm, Sweden, Aug. 24-28, 2014) IEEE
Ismail Ben Ayed. 2014 « Distribution matching approaches to medical image segmentation ». In Computer Vision in Medical Imaging. p. 19-33. World Scientific Publishing Co. Pte. Ltd.
Ismail Ben Ayed, Michael Wang, Brandon Miles, Gregory J. Garvin. 2014 « TRIC: Trust region for invariant compactness and its application to abdominal aorta segmentation ». Medical Image Computing and Computer-Assisted Intervention – MICCAI 2014. 17th International Conference, Boston, MA, USA, September 14-18, 2014, Proceedings, Part I (Boston, MA, USA, Sept. 14-18, 2014) Springer Verlag
Mohamed Ben Salah, Ismail Ben Ayed, Yuan Jing, Zhang Hong. 2014 « Convex-relaxed kernel mapping for image segmentation ». IEEE Transactions on Image Processing vol. 23 , nº 3. p. 1143-1153
Hakan Bilen, Marco Pedersoli, Vinay P. Namboodiri, Tinne Tuytelaars, Luc Van Gool. 2014 « Object classification with adaptable regions ». 27th IEEE Conference on Computer Vision and Pattern Recognition (CVPR) (Columbus, OH, USA, June 23-28, 2014) IEEE Computer Society
Hakan Bilen, Marco Pedersoli, Tinne Tuytelaars. 2014 « Weakly supervised object detection with posterior regularization ». Proceedings British Machine Vision Conference (Nottingham, United Kingdom, Sept. 01-05, 2014) BMVA Press
Yuri Boykov, Ismail Ben Ayed, Daniel Cremers, Milan Sonka. 2014 « Medical image segmentation: beyond level-sets (MICCAI 2014 Tutorial) ». Communication lors de la conférence : Medical Image Computing and Computer Assited Intervention Conference (MICCAI 2014) (Cambridge, MA, USA, Sept. 14-18, 2014)
Patrick Cardinal, Ahmed Ali, Najim Dehak, Yu Zhang, Tuka Al Hanai, Yifan Zhang, James R. Glass, Stephan Vogel. 2014 « Recent advances in ASR applied to an Arabic transcription system for Al-Jazeera ». INTERSPEECH 2014. 15th Annual Conference of the International Speech Communication Association (Singapore, Singapore, Sept. 14-18, 2014) International Speech Communication Association
Tanushri Chakravorty, Guillaume-Alexandre Bilodeau, Éric Granger. 2014 « Automatic image registration in infrared-visible videos using polygon vertices ». arXiv. 7 p.
R. M. O. Cruz, Robert Sabourin, G. D. C. Cavalcanti. 2014 « On meta-learning for dynamic ensemble selection ». 2014 22nd International Conference on Pattern Recognition (ICPR) (Stockholm, Sweden, Aug. 24-28, 2014) IEEE Computer Society
Rafael M. O. Cruz, Robert Sabourin, George D. C. Cavalcanti. 2014 « Analyzing dynamic ensemble selection techniques using dissimilarity analysis ». Artificial Neural Networks in Pattern Recognition : 6th IAPR TC 3 International Workshop, ANNPR 2014, Montreal, QC, Canada, October 6-8, 2014. Proceedings (Montreal, QC, Canada, Oct. 6-8, 2014) Springer International Publishing
M. De-la-Torre, Eric Granger, P. Radtke, R. Sabourin, D. O. Gorodnichy. 2014 « Self-updating with facial trajectories for video-to-video face recognition ». 2014 22nd International Conference on Pattern Recognition (ICPR) (Stockholm, Sweden, Aug. 24-28, 2014) IEEE Computer Society
Christian Desrosiers. 2014 « A fast and adaptive random walks approach for the unsupervised segmentation of natural images ». 2014 22nd International Conference on Pattern Recognition (ICPR) (Stockholm, Sweden, Aug. 24-28, 2014) IEEE Computer Society
Christian Desrosiers. 2014 « An unsupervised random walk approach for the segmentation of brain MRI ». 2014 IEEE 11th International Symposium on Biomedical Imaging, ISBI 2014 (Beijing, China, Apr. 29 - May 2, 2014) Institute of Electrical and Electronics Engineers Inc.
Christian Desrosiers, Philippe Galinier, Pierre Hansen, Alain Hertz. 2014 « Automated generation of conjectures on forbidden subgraph characterization ». Discrete Applied Mathematics vol. 162. p. 177-194
George S. Eskander, Robert Sabourin, Éric Granger. 2014 « A bio-cryptographic system based on offline signature images ». Information Sciences vol. 259. p. 170-191
George S. Eskander, Robert Sabourin, Éric Granger. 2014 « Improving signature-based biometric cryptosystems using Cascaded Signature Verification-Fuzzy Vault (SV-FV) approach ». Proceedings. 2014 14th International Conference on Frontiers in Handwriting Recognition (ICFHR) (Heraklion, Sept. 1-4, 2014) IEEE Computer Society
George S. Eskander, Robert Sabourin, Éric Granger. 2014 « Offline signature-based fuzzy vault: A review and new results ». 2014 IEEE Symposium on Computational Intelligence in Biometrics and Identity Management (CIBIM) (Orlando, FL, USA, Dec. 9-12, 2014) IEEE Computer Society
Mohamad Forouzanfar, Hilmi R. Dajani, Voicu Z. Groza, Miodrag Bolic. 2014 « Model-based oscillometric blood pressure estimation ». IEEE International Symposium on Medical Measurements and Applications (MeMeA) (Lisbon, Portugal, June 11-12, 2014) IEEE
Mohamad Forouzanfar, Hilmi R. Dajani, Voicu Z. Groza, Miodrag Bolic, Sreeraman Rajan, Izmail Batkin. 2014 « Ratio-independent blood pressure estimation by modeling the oscillometric waveform envelope ». IEEE Transactions on Instrumentation and Measurement vol. 63 , nº 10. p. 2501-2503
Amir Ghodrati, Marco Pedersoli, Tinne Tuytelaars. 2014 « Coupling video segmentation and action recognition ». 2014 IEEE Winter Conference on Applications of Computer Vision (WACV) (Steamboat Springs, CO, USA, Mar. 24-26, 2014) IEEE Computer Society
Amir Ghodrati, Marco Pedersoli, Tinne Tuytelaars. 2014 « Is 2D information enough for viewpoint estimation? ». Proceedings British Machine Vision Conference (Nottingham, United kingdom, Sept. 01-05, 2014) BMVA Press
Amir Ghodrati, Marco Pedersoli, Tinne Tuytelaars. 2014 « Is 2D information enough for viewpoint estimation? ». Communication lors de la conférence : 25th British Machine Vision Conference (BMVC) (Nottingham, United kingdom, Sept. 01-05, 2014)
G. Gill, M. Toews, R. R. Beichel. 2014 « Robust initialization of active shape models for lung segmentation in CT scans: a feature-based atlas approach ». International Journal of Biomed Imaging. p. 479154
V. Godoy, A. S. Britto, A. Koerich, J. Facon, L. E. S. Oliveira. 2014 « An HMM-based gesture recognition method trained on few samples ». 2014 IEEE 26th International Conference on Tools with Artificial Intelligence (ICTAI) (Limassol, Cyprus, Nov. 10-12, 2014)
Lena Gorelick, Yuri Boykov, Olga Veksler, Ismail Ben Ayed, Andrew Delong. 2014 « Submodularization for binary pairwise energies ». 2014 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) (Columbus, OH, USA, June 23-28, 2014) IEEE
Dmitry O. Gorodnichy, Eric Granger, Paolo Radtke. 2014 « Survey of commercial technologies for face recognition in video ». Agence des services frontaliers du Canada = Canada Border Services Agency. 35 p.
Dmitry Gorodnichy, Éric Granger. 2014 « Target-based evaluation of face recognition technology for video surveillance applications ». IEEE Workshop on Computational Intelligence in Biometrics and Identity Management (CIBIM) (Orlando, FL, USA, Dec. 9-12, 2014) IEEE Computer Society
E. Granger, D. O. Gorodnichy, E. Choy, W. Khreich, P. Radtke, J.-P. Bergeron, D. Bissessar. 2014 « Results from evaluation of three commercial off-the-shelf face recognition systems on chokepoint dataset ». Agence des services frontaliers du Canada = Canada Border Services Agency. 76 p.
Eric Granger, Dmitry O. Gorodnichy. 2014 « Evaluation methodology for face recognition technology in video surveillance applications ». Agence des services frontaliers du Canada = Canada Border Services Agency. 76 p.
Eric Granger, Paolo Radtke, Dmitry O. Gorodnichy. 2014 « Survey of academic research and prototypes for face recognition in video ». Agence des services frontaliers du Canada = Canada Border Services Agency. 35 p.
Vishwa Gupta, Gilles Boulianne, Patrick Cardinal. 2014-09-09 « Content based audio copy detection ». Brevet américain US 8,831,760.
Tina Kapur, Jan Egger, Jagadeesan Jayender, Matthew Toews, William M. Wells III. 2014 « Registration and segmentation for image-guided therapy ». In Intraoperative Imaging and Image-Guided Therapy. p. 79-91. Springer New York
K.uldeep Kumar, Christian Desrosiers. 2014 « Group sparse kernelized dictionary learning for the clustering of white matter fibers ». Affiche présentée lors de la conférence : Medical Image Computing and Computer-Assisted Intervention – MICCAI 2014. 17th International Conference, Boston, MA, USA, September 14-18, 2014, Proceedings (Boston, MA, USA, Sept. 14-18, 2014)
Markus Mathias, Marco Pedersoli, Luc Van Gool, Rodrigo Benenson, Luc Van Gool. 2014 « Face detection without bells and whistles ». Computer Vision - ECCV 2014 : 13th European Conference, Zurich, Switzerland, September 6-12, 2014, Proceedings, Part IV (Zurich, Switzerland, Sept. 6-12, 2014) Springer International Publishing
Markus Mathias, Marco Pedersoli, Luc Van Gool, Rodrigo Benenson, Luc Van Gool. 2014 « Face detection without bells and whistles ». Communication lors de la conférence : 13th European Conference on Cuomputer Vision (ECCV) (Zurich, Switzerland, Sept. 6-12, 2014)
Yosra Mathlouthi, Amar Mitiche, Ismail Ben Ayed. 2014 « Direct estimation of dense scene flow and depth from a monocular sequence ». Advances in Visual Computing : 10th International Symposium, ISVC 2014, Las Vegas, NV, USA, December 8-10, 2014, Proceedings, Part I (Cham, Switzerland, Dec. 8-10, 2014) Springer International Publishing
Bernard Ng, Matthew Toews, Stanley Durrleman, Yonggang Shi. 2014 « Shape analysis for brain structures ». In Shape analysis in medical image analysis vol. 14. p. 3-49. Springer International Publishing
C. Pagano, É. Granger, R. Sabourin, A. Rattani, G. L. Marcialis, F. Roli. 2014 « Efficient adaptive face recognition systems based on capture conditions ». 2014 IEEE Symposium on Computational Intelligence in Biometrics and Identity Management (CIBIM). Proceedings (Orlando, FL, U.S.A, Dec. 9-12, 2014) IEEE
C. Pagano, Éric Granger, Robert Sabourin, G. L. Marcialis, F. Roli. 2014 « Adaptive ensembles for face recognition in changing video surveillance environments ». Information Sciences vol. 286. p. 75-101
Christophe Pagano, Éric Granger, Robert Sabourin, Gian Luca Marcialis, Fabio Roli. 2014 « Dynamic weighted fusion of adaptive classifier ensembles based on changing data streams ». Artificial Neural Networks in Pattern Recognition. 6th IAPR TC 3 International Workshop, ANNPR 2014. Proceedings (Montreal, QC, Canada, Oct. 6-8, 2014) Springer International Publishing
Marco Pedersoli, Jordi Gonzalez, Xu Hu, Xavier Roca. 2014 « Toward real-time pedestrian detection based on a deformable template model ». IEEE Transactions on Intelligent Transportation Systems vol. 15 , nº 1. p. 355-364
Marco Pedersoli, Radu Timofte, Tinne Tuytelaars, Luc Van Gool. 2014 « An Elastic Deformation Field Model for Object Detection and Tracking ». KU leuven. 19 p.
Marco Pedersoli, Tinne Tuytelaars. 2014 « A scalable 3D HOG model for fast object detection and viewpoint estimation ». 2nd International Conference on 3D Vision (3DV) (Tokyo, Japan, Dec. 08-11, 2014) IEEE
Marco Pedersoli, Tinne Tuytelaars, Luc Van Gool. 2014 « Using a deformation field model for localizing faces and facial points under weak supervision ». IEEE Conference on Computer Vision and Pattern Recognition (CVPR) (Columbus, OH, United states, June 23-28, 2014) IEEE Computer Society
Kumaradevan Punithakumar, Shuo Li, Ismail Ben Ayed, Ian Ross, Ali Islam, Richard Rankin. 2014-08-19 « Methods, apparatus and articles of manufacture to track endocardial motion ». Brevet américain US 8,811,705.
Kumaradevan Punithakumar, Michelle Noga, Pierre Boulanger, Ismail Ben Ayed, Mariam Afshin, Aashish Goela, Ali Islam, Shuo Li. 2014 « Detecting left ventricular impaired relaxation using MR imaging ». 2014 IEEE-EMBS International Conference on Biomedical and Health Informatics, BHI 2014 (Valencia, Spain, June 1-4, 2014) IEEE Computer Society
Bassem S. Rabil, Robert Sabourin, Éric Granger. 2014 « Rapid blockwise multi-resolution clustering of facial images for intelligent watermarking ». Machine Vision and Applications vol. 25 , nº 2. p. 277-300
Paulo V. W. Radtke, Éric Granger, Robert Sabourin, Dmitry O. Gorodnichy. 2014 « Skew-sensitive boolean combination for adaptive ensembles - An application to face recognition in video surveillance ». Information Fusion vol. 20 , nº 1. p. 31-48
Rodrigo A. Seger, Marcelo M. Wanderley, Alessandro Koerich L.. 2014 « Automatic detection of musicians’ ancillary gestures based on video analysis ». Expert Systems with Applications vol. 41 , nº 4, Part 2. p. 2098-2106
Meng Tang, Ismail Ben Ayed, Yuri Boykov. 2014 « Pseudo-bound optimization for binary energies ». Computer Vision – ECCV 2014. 13th European Conference, Zurich, Switzerland, September 6-12, 2014, Proceedings, Part V (Zurich, Switzerland, Sept. 6-12, 2014) Springer International Publishing
Matthew Toews, Alexandra J. Golby, William M. Wells III. 2014 « Inter-slice correspondence for 2D ultrasound-guided procedures ». Clinical Image-Based Procedures. Translational Research in Medical Imaging (Nagoya, Japan, Sept. 24, 2013) Springer International Publishing
Matthew Toews, Chan-Sheng Mei, Renxin Chu, W. Scott Hoge, Lawrence P. Panych, Bruno Madore. 2014 « Detecting rapid organ motion using a hybrid MR-ultrasound setup and Bayesian data processing ». Communication lors de la conférence : Joint Annual Meeting ISMRM-ESMRMB 2014 (Milan, Italy, May 10-16, 2014)
Luc Trudeau, Stéphane Coulombe, Christian Desrosiers. 2014 « Rate distortion-based motion estimation search ordering for rate-constrained successive elimination algorithms ». 2014 IEEE International Conference on Image Processing (ICIP) (Paris, France, Oct. 27-30, 2014) Institute of Electrical and Electronics Engineers
Erick Velazquez-Godinez, Sylvie Ratté, Christian Desrosiers. 2014 « Alignement informatif d'un corpus bilingue de nouvelles ». Communication lors de la conférence : Congrès de l'ACFAS (Montréal, QC, Canada, 12-16 mai 2014)
Demian Wassermann, Matthew Toews, Marc Niethammer, William M. Wells III. 2014 « Probabilistic diffeomorphic registration: representing uncertainty ». Biomedical Image Registration : 6th International Workshop, WBIR 2014, London, UK, July 7-8, 2014. Proceedings (London, UK, July 7-8, 2014) Springer International Publishing

Paulo Almeida, Luiz S. Oliveira, Eunelson Silva Jr, Alceu Britto Jr, Alessandro Koerich. 2013 « Parking space detection using textural descriptors ». 2013 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2013, October 13, 2013 - October 16, 2013 (Manchester, UK, Oct. 13-16, 2013) IEEE Computer Society
Ismail Ben Ayed, Lena Gorelick, Yuri Boykov. 2013 « Auxiliary cuts for general classes of higher order functionals ». 2013 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) (Portland, OR, USA, June 23-28, 2013) IEEE Computer Society
Alvine Boaye-Belle, Ghizlane El Boussaidi, Christian Desrosiers, Hafedh Mili. 2013 « The layered architecture revisited: Is it an optimization problem? ». Proceedings of the Twenty-Fifth International Conference on Software Engineering & Knowledge Engineering (SEKE 2013) (Boston, MA, USA, June 27-29, 2013) Knowledge Systems Institute Graduate School
Patrick Cardinal. 2013 « Speech recognition on multi-core processors and GPUs ». 145 p.Thèse de doctorat. Montréal, (Québec), École de technologie supérieure.
Patrick Cardinal, Pierre Dumouchel, Gilles Boulianne. 2013 « Large vocabulary speech recognition on parallel architectures ». IEEE Transactions on Audio, Speech, and Language Processing vol. 21 , nº 11. p. 2290-2300
Marc Castelló, Jordi Gonzàlez, Ariel Amato, Pau Baiget, Carles Fernández, Josep M. Gonfaus, Ramón A. Mollineda, Marco Pedersoli, Nicolás Pérez de la Blanca, F. Xavier Roca. 2013 « Exploiting multimodal interaction techniques for video-surveillance ». In Multimodal interaction in image and video applications. p. 135-151. Springer Berlin Heidelberg
Jean-François Connolly, Eric Granger, Robert Sabourin. 2013 « Dynamic multi-objective evolution of classifier ensembles for video face recognition ». Applied Soft Computing vol. 13 , nº 6. p. 3149-3166
Jean-François Connolly, Éric Granger, Robert Sabourin. 2013 « Evolving classifier ensembles using dynamic multi-objective swarm intelligence ». Proceedings of the 2nd International Conference on Pattern Recognition Applications and Methods (Barcelona, Spain, Feb. 15-18, 2013) SciTePress
Y. Costa, L. Oliveira, A. Koerich, F. Gouyon. 2013 « Music genre recognition based on visual features with dynamic ensemble of classifiers selection ». 2013 International Conference on Systems, Signals and Image Processing (IWSSIP), 7-9 July 2013 (Bucharest, Romania, July 7-9, 2013) IEEE
Yandre Costa, Luiz Oliveira, Alessandro Koerich, Fabien Gouyon. 2013 « Music genre recognition using gabor filters and LPQ texture descriptors ». Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications : 18th Iberoamerican Congress, CIARP 2013, Proceedings, Part II (Havana, Cuba, Nov. 20-23, 2013) Springer Verlag
R. M. O. Cruz, G. D. C. Cavalcanti, Tsang Ing Ren, Robert Sabourin. 2013 « Feature representation selection based on Classifier Projection Space and Oracle analysis ». Expert Systems with Applications vol. 40 , nº 9. p. 3813-3827
M. De-la-Torre, Éric Granger, Robert Sabourin, D. O. Gorodnichy. 2013 « An Individual-Specific Strategy for Management of Reference Data in Adaptive Ensembles for Person Re-Identification ». 5th International Conference on Imaging for Crime Detection and Prevention (ICDP 2013) (London, UK, Dec. 16-17, 2013) IET
M. Ali Akber Dewan, Éric Granger, F. Roli, Robert Sabourin, G. L. Marcialis. 2013 « Comparison of adaptive appearance methods for tracking faces in video surveillance ». 5th International Conference on Imaging for Crime Detection and Prevention, ICDP 2013 (London, UK, Dec. 16-17, 2013) Institution of Engineering and Technology
George S. Eskander, Robert Sabourin, Éric Granger. 2013 « A dissimilarity-based approach for biometric fuzzy vaults - Application to handwritten signature images ». New Trends in Image Analysis and Processing - ICIAP 2013 International Workshops, Naples, Italy, September 9-13, 2013. Proceedings (Naples, Italy, Sept. 9-13, 2013) Springer Verlag
George S. Eskander, Robert Sabourin, Eric Granger. 2013 « Dissimilarity representation for handwritten signature verification ». CEUR Workshop Proceedings (Washington D.C., USA, Aug. 22-23, 2013) CEUR-WS
George S. Eskander, Robert Sabourin, Éric Granger. 2013 « Hybrid writer-independent writer-dependent offline signature verification system ». IET Biometrics vol. 2 , nº 4. p. 169-181
George S. Eskander, Robert Sabourin, Éric Granger. 2013 « On the dissimilarity representation and prototype selection for signature-based bio-cryptographic systems ». Similarity-Based Pattern Recognition : Second International Workshop, SIMBAD 2013, York, UK, July 3-5, 2013. Proceedings (York, UK, July 3-5, 2013) Springer Verlag
George S. Eskander, Robert Sabourin, Eric Granger. 2013 « Towards automated transactions based on the offline handwritten signatures ». Machine Learning and Data Mining in Pattern Recognition : 1st WIPRA Workshop on Intelligent Pattern Recognition and Analysis : Poster and WIPRA Workshop Proceedings (New York, NY, USA, July 19-25, 2013) Ibai Publishing
Mohamad Forouzanfar, Saif Ahmad, Izmail Batkin, Hilmi R. Dajani, Voicu Z. Groza, Miodrag Bolic. 2013 « Coefficient-free blood pressure estimation based on pulse transit time-cuff pressure dependence ». IEEE Transactions on Biomedical Engineering vol. 60 , nº 7. p. 1814-1824
Gurman Gill, Matthew Toews, Reinhard R. Beichel. 2013 « An automated initialization system for robust model-based segmentation of lungs in CT data ». The Fifth International Workshop on Pulmonary Image Analysis (Nagoya, Japan, Sept. 26, 2013) MICCAI
Aditya Gupta, Matthew Toews, Ravikiran Janardhana, Yogesh Rathi, John Gilmore, Maria Escolar, Martin Styner. 2013 « Fiber feature map based landmark initialization for highly deformable DTI registration ». Proceedings of SPIE 8669, Medical Imaging 2013: Image Processing (Orlando, FL, USA, Mar. 13, 2013)
Alessandro L. Koerich. 2013 « Improving the reliability of music genre classification using rejection and verification ». Proceedings of the 14th International Society for Music Information Retrieval, ISMIR 2013 (Curitiba, Brasil, Nov. 4-8, 2013)
Faten M'Hiri, Luc Duong, Christian Desrosiers, Mohamed Cheriet. 2013 « Vessel Walker: Coronary Arteries Segmentation Using Random Walks And Hessian-Based Vesselness Filter ». 2013 IEEE 10th International Symposium on Biomedical Imaging: From Nano to Macro (ISBI 2013) (San Francisco, CA, USA, Apr. 7-11, 2013) IEEE
Andreia Marini, Jacques Facon, Alessandro L. Koerich. 2013 « Bird species classification based on color features ». 2013 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2013, October 13, 2013 - October 16, 2013 (Manchester, UK, Oct. 13-16, 2013) IEEE Computer Society
Andréia Marini, Alessandro L. Koerich, Irapuru H. Florido. 2013 « Classificação de espécies de pássaros utilizando características de textura ». X Encontro Nacional de Inteligencia Artificial e Computacional (ENIAC) (Fortaleza, Ceara, Brasil, Oct. 20-24, 2013)
Brandon Miles, Ismail Ben Ayed, Max W. K. Law, Greg Garvin, Aaron Fenster, Shuo Li. 2013 « Spine image fusion via graph cuts ». IEEE Transactions on Biomedical Engineering vol. 60 , nº 7. p. 1841-1850
Cyrus M. S. Nambakhsh, Yuan Jing, Kumaradevan Punithakumar, Aashish Goela, Martin Rajchl, Terry M. Peters, Ismail Ben Ayed. 2013 « Left ventricle segmentation in MRI via convex relaxed distribution matching ». Medical Image Analysis vol. 17 , nº 8. p. 1010-1024
Cyrus M. S. Nambakhsh, Terry M. Peters, Ali Islam, Ismail Ben Ayed. 2013 « Right ventricle segmentation with probability product kernel constraints ». Medical Image Computing and Computer-Assisted Intervention – MICCAI 2013. 16th International Conference, Nagoya, Japan, September 22-26, 2013, Proceedings, Part III (Nagoya, Japan, Sept. 22-26, 2013) Springer Verlag
Kumaradevan Punithakumar, Ismail Ben Ayed, Ali Islam, Aashish Goela, Ian G. Ross, Jaron Chong, Shuo Li. 2013 « Regional heart motion abnormality detection: An information theoretic approach ». Medical Image Analysis vol. 17 , nº 3. p. 311-324
Kumaradevan Punithakumar, Shuo Li, Ismail Ben Ayed, Ian Ross, Ali Islam, Richard Rankin. 2013-07-02 « Methods, apparatus and articles of manufacture to process cardiac images to detect heart motion abnormalities ». Brevet américain US 8,478,012.
Bassem S. Rabil, Robert Sabourin, Eric Granger. 2013 « Securing mass biometric templates using blockwise multi-resolution clustering watermarking ». Machine Learning and Data Mining in Pattern Recognition : 1st WIPRA Workshop on Intelligent Pattern Recognition and Analysis : Poster and WIPRA Workshop Proceedings (New York, NY, USA, July 19-25, 2013) Ibai Publishing
Bassem S. Rabil, Safa Tliba, Éric Granger, Robert Sabourin. 2013 « Securing high resolution grayscale facial captures using a blockwise coevolutionary GA ». Expert Systems with Applications vol. 40 , nº 17. p. 6693-6706
Paulo Radtke, Robert Sabourin, Dmitry Gorodnichy. 2013 « Adaptive ensemble selection for face re-identification under class imbalance ». Multiple Classifier Systems : 11th International Workshop, MCS 2013, Nanjing, China, May 15-17, 2013. Proceedings (Nanjing, China, May 15-17, 2013) Springer-Verlag
R. Ribeiro, F. Favarim, M. A. C. Barbosa, A. L. Koerich, F. Enembreck. 2013 « Combining learning algorithms: An approach to Markov decision processes ». Enterprise Information Systems : 14th International Conference, ICEIS 2012, Wroclaw, Poland, June 28 - July 1, 2012, Revised Selected Papers (Wroclaw, Poland, June 28-July 01, 2012) Springer Verlag
Dominique Rivard, Éric Granger, Robert Sabourin. 2013 « Multi-feature extraction and selection in writer-independent off-line signature verification ». International Journal on Document Analysis and Recognition vol. 16 , nº 1. p. 83-103
Saeed Samet, Ali Miri, Éric Granger. 2013 « Incremental learning of privacy-preserving Bayesian networks ». Applied Soft Computing vol. 13 , nº 8. p. 3657-3667
R. A. Seger, M. M. Wanderley, A. L. Koerich. 2013 « Detecçao de movimentos auxiliares de clarinetistas atraves de visao computacional ». 14th SBCM - Brazilian Symposium on Computer Music 2013, Proceedings (Brazilia, Brasil, Oct. 31-Nov. 2, 2013)
Hideson Alves da Silva, Alceu de Souza Britto Jr, Luiz Eduardo Soares de Oliveira, Alessandro L. Koerich. 2013 « Network infrastructure design with a multilevel algorithm ». Expert Systems with Applications vol. 40 , nº 9. p. 3471-3480
Matthew Toews, Chang-Sheng Mei, Renxin Chu, W. Scott Hoge, Benjamin M. Schwarts, Guangyu Wang, Lawrence P. Panych, Bruno Madore. 2013 « Boosting MR temporal resolution using rapid ultrasound measurements for motion tracking purposes ». Communication lors de la conférence : ISMRM 21st Annual Meeting and Exhibition (Salt Lake City, UT, USA, Apr. 20-26, 2013)
Matthew Toews, William M. Wells III. 2013 « Efficient and robust model-to-image alignment using 3D scale-invariant features ». Medical Image Analysis vol. 17 , nº 3. p. 271-282
Matthew Toews, Lilla Zöllei, William M. Wells. 2013 « Feature-based alignment of volumetric multi-modal images ». Information processing in medical imaging : 23rd International Conference, IPMI 2013, Asilomar, CA, USA, June 28–July 3, 2013. Proceedings (Asilomar, CA, USA, June 28–July 3, 2013) Springer Berlin Heidelberg
E. Vellasques, Robert Sabourin, Éric Granger. 2013 « Fast intelligent watermarking of heterogeneous image streams through mixture modeling of PSO populations ». Applied Soft Computing vol. 13 , nº 6. p. 3130-3148
Eduardo Vellasques, Robert Sabourin, Éric Granger. 2013 « DS-DPSO: A dual surrogate approach for intelligent watermarking of bi-tonal document image streams ». Expert Systems with Applications vol. 40 , nº 13. p. 5240-5259
Thiago H. H. Zavaschi, Alceu S. Britto Jr, Luiz E. S. Oliveira, Alessandro Koerich L.. 2013 « Fusion of feature sets and classifiers for facial expression recognition ». Expert Systems with Applications vol. 40 , nº 2. p. 646-655

Mariam Afshin, Ismail Ben Ayed, Ali Islam, Aashish Goela, Terry M. Peters, Shuo Li. 2012 « Global assessment of cardiac function using image statistics in MRI ». Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2012, 15th International Conference, Proceedings, Part II (Berlin, Germany, Oct. 1-5, 2012) Springer Verlag
Mariam Afshin, Ismail Ben Ayed, Ali Islam, Aashish Goela, Ian Ross, Terry Peters, Shuo Li. 2012 « Estimation of the cardiac ejection fraction from image statistics ». 2012 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro. Proceedings (Barcelona, Spain, May 2-5, 2012) IEEE Computer Society
L. Batista, E. Granger, R. Sabourin. 2012 « Dynamic selection of generative-discriminative ensembles for off-line signature verification ». Pattern Recognition vol. 45 , nº 4. p. 1326-1340
Ismail Ben Ayed, Hua-mei Chen, Kumaradevan Punithakumar, Ian Ross, Shuo Li. 2012 « Max-flow segmentation of the left ventricle by recovering subject-specific distributions via a bound of the Bhattacharyya measure ». Medical Image Analysis vol. 16 , nº 1. p. 87-100
Ismail Ben Ayed, Kumaradevan Punithakumar, Rashid Minhas, Rohit Joshi, Gregory J. Garvin. 2012 « Vertebral body segmentation in MRI via convex relaxation and distribution matching ». Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012 : 15th International Conference, Nice, France, October 1-5, 2012, Proceedings, Part I (Berlin, Germany, Oct. 1-5, 2012) Springer Verlag
M. Ben Salah, I. Ben Ayed, J. Yuan, Z. Wang, H. Zhang. 2012 « Convex relaxation for image segmentation by kernel mapping ». 2012 19th IEEE International Conference on Image Processing (ICIP 2012) (Orlando, FL, USA, Sept. 30-Oct. 3, 2012) IEEE
Mohamed Ben Salah, Ismail Ben Ayed, Amar Mitiche. 2012 « Active curve recovery of region boundary patterns ». IEEE Transactions on Pattern Analysis and Machine Intelligence vol. 34 , nº 5. p. 834-849
Tarik Boukhalfi, Christian Desrosiers, Eric Paquette. 2012 « A machine learning approach to automate facial expressions from physical activity ». Affiche présentée lors de la conférence : Grand 2012 Conference (Montréal, QC, Canada, May 2-4, 2012)
Patrick Cardinal, Gilles Boulianne, Pierre Dumouchel. 2012 « The A* speech recognition system on parallel architectures ». 2012 11th International Conference on Information Science, Signal Processing and their Applications (ISSPA) (Montreal, QC, Canada, July 2-5, 2012) IEEE Computer Society
Patrick Cardinal, Gilles Boulianne, Pierre Dumouchel. 2012 « Using A* for the parallelization of speech recognition systems ». 2012 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) (Kyoto, Japan, Mar. 25-30, 2012) Institute of Electrical and Electronics Engineers Inc.
J. F. Connolly, E. Granger, R. Sabourin. 2012 « Evolution of heterogeneous ensembles through dynamic particle swarm optimization for video-based face recognition ». Pattern Recognition vol. 45 , nº 7. p. 2460-2477
Jean-François Connolly, Éric Granger, Robert Sabourin. 2012 « An adaptive classification system for video-based face recognition ». Information Sciences vol. 192. p. 50-70
Jean-François Connolly, Éric Granger, Robert Sabourin. 2012 « On the correlation between genotype and classifier diversity ». 21st International Conference on Pattern Recognition (ICPR) (Tsukuba, Japan, Nov. 11-15, 2012) Institute of Electrical and Electronics Engineers Inc.
Y. M. G. Costa, L. S. Oliveira, A. L. Koerich, F. Gouyon, J. G. Martins. 2012 « Music genre classification using LBP textural features ». Signal Processing vol. 92 , nº 11. p. 2723-2737
Yandre M. G. Costa, Luiz S. Oliveira, Alessandro L. Koerich, Fabien Gouyon. 2012 « Comparing textural features for music genre classification ». 2012 Annual International Joint Conference on Neural Networks, IJCNN 2012, Part of the 2012 IEEE World Congress on Computational Intelligence, WCCI 2012, June 10, 2012 - June 15, 2012 (Brisbane, Australia, June 10-15, 2012) Institute of Electrical and Electronics Engineers Inc.
M. De-la-Torre, Éric Granger, P. V. W. Radtke, Robert Sabourin, D. O. Gorodnichy. 2012 « Incremental update of biometric models in face-based video surveillance ». The 2012 International Joint Conference on Neural Networks (IJCNN) (Brisbane, Australia, June 10-15, 2012) IEEE
M. De-la-Torre, P. V. W. Radtke, Éric Granger, Robert Sabourin, D. O. Gorodnichy. 2012 « A comparison of adaptive matchers for screening of faces in video surveillance ». 2012 IEEE Symposium on Computational Intelligence for Security and Defence Applications (CISDA) (Ottawa, ON, Canada, July 11-13, 2012) IEEE
F. Dittrich, A. L. Koerich, L. E. S. Oliveira. 2012 « People counting in crowded scenes using multiple cameras ». 2012 19th International Conference on Systems, Signals and Image Processing (IWSSIP) (Vienna, Austria, Apr. 11-13, 2012)
George S. Eskander, Robert Sabourin, Éric Granger. 2012 « Adaptation of writer-independent systems for offline signature verification ». 2012 International Conference on Frontiers in Handwriting Recognition (ICFHR) (Bari, Italy, Sept.18-20, 2012) IEEE Computer Society
Mohamad Forouzanfar, Balakumar Balasingam, Hilmi R. Dajani, Voicu Z. Groza, Miodrag Bolic, Sreeraman Rajan, Emil M. Petriu. 2012 « Mathematical modeling and parameter estimation of blood pressure oscillometric waveform ». IEEE Symposium on Medical Measurements and Applications (MeMeA) (Budapest, Hungary, May 18-19, 2012) IEEE Computer Society
Éric Granger, W. Khreich, Robert Sabourin, D. O. Gorodnichy. 2012 « Fusion of biometric systems using Boolean combination: an application to iris-based authentication ». International Journal of Biometrics vol. 4 , nº 3. p. 291-315
Vishwa Nath Gupta, Gilles Boulianne, Patrick Cardinal. 2012 « CRIM’s content-based audio copy detection system for TRECVID 2009 ». Multimedia Tools and Applications vol. 60 , nº 2. p. 371-387
Jonathan Hadida, Christian Desrosiers, Luc Duong. 2012 « Stochastic 3D motion compensation of coronary arteries from monoplane angiograms ». Medical Image Computing and Computer-Assisted Intervention – MICCAI 2012 : 15th International Conference, Nice, France, October 1-5, 2012, Proceedings, Part I (Nice, France, Oct. 1-5, 2012) Springer Verlag
Wael Khreich, Éric Granger, Ali Miri, Robert Sabourin. 2012 « A survey of techniques for incremental learning of HMM parameters ». Information Sciences vol. 197. p. 105-130
Wael Khreich, Éric Granger, Ali Miri, Robert Sabourin. 2012 « Adaptive ROC-based ensembles of HMMs applied to anomaly detection ». Pattern Recognition vol. 45 , nº 1. p. 208-230
Guillaume Latombe, Éric Granger, Fred A. Dilkes. 2012 « Graphical EM for on-line learning of grammatical probabilities in radar electronic support ». Applied Soft Computing vol. 12 , nº 8. p. 2362-2378
Shuo Li, Ismail Ben Ayed, Ian Ross, Richard Rankin. 2012-03-27 « Systems and methods for tracking images ». Brevet américain US 8,144,930.
P. R. Lisboa de Almeida, A. de Souza Britto, E. J. da Silva Junior, L. E. Soares de Oliveira, T. Montes Celinski, A. L. Koerich. 2012 « Music genre classification using dynamic selection of ensemble of classifiers ». 2012 IEEE International Conference on Systems, Man and Cybernetics (SMC2012). Proceedings (Seoul, South Korea, Oct. 14-17, 2012) IEEE
Faten M'Hiri, Luc Duong, Christian Desrosiers. 2012 « Combining Laplacian eigenmaps and vesselness filters for vessel segmentation in X-ray angiography ». 2012 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) (Providence, RI, USA, June 16-21, 2012) IEEE Computer Society
Bruno Madore, Matthew Toews, Chan-Sheng Mei, Renxin Chu, W. Scott Hoge, Lawrence P. Panych. 2012 « Strategy for simultaneous region-tracking and temperature-monitoring in the liver during free-breathing ».
Gian Luca Marcialis, Luca Didaci, Alessandro Pisano, Éric Granger, Fabio Roli. 2012 « Why template self-update should work in biometric authentication systems? ». 2012 11th International Conference on Information Science, Signal Processing and their Applications (ISSPA) (Montreal, QC, Canada, July 2-5, 2012) IEEE Computer Society
Brandon Miles, Max W. K. Law, Ismail Ben-Ayed, Greg Garvin, Aaron Fenster, Shuo Li. 2012 « Pixel level image fusion for medical imaging: An energy minimizing approach ». Progress in Biomedical Optics and Imaging (San Diego, CA, USA, Feb. 7-9, 2012) SPIE
Jean-Philippe Morin, Christian Desrosiers, Luc Duong. 2012 « A random walk approach for multiatlas-based segmentation ». 21st International Conference on Pattern Recognition (ICPR) (Tsukuba, Japan, Nov. 11-15, 2012) Institute of Electrical and Electronics Engineers Inc.
Jean-Philippe Morin, Christian Desrosiers, Luc Duong. 2012 « Atlas-based segmentation of brain magnetic resonance imaging using random walks ». 2012 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) (Providence, RI, USA, June 16-21, 2012) IEEE Computer Society
Jean-Philippe Morin, Christian Desrosiers, Luc Duong. 2012 « Image segmentation using random-walks on the histogram ». Medical Imaging 2012: Image Processing (San Diego, CA, USA, Feb. 6-9, 2012) SPIE
Ines Njeh, Ismail Ben Ayed, Ahmed Ben Hamida. 2012 « A distribution-matching approach to MRI brain tumor segmentation ». 2012 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro. Proceedings (Barcelona, Spain, May 2-5, 2012) IEEE Computer Society
Christophe Pagano, Éric Granger, Robert Sabourin, Dmitry O. Gorodnichy. 2012 « Detector ensembles for face recognition in video surveillance ». The 2012 International Joint Conference on Neural Networks (IJCNN) (Brisbane, Australia, June 10-15, 2012) Institute of Electrical and Electronics Engineers Inc.
Marco Pedersoli. 2012 « Hierarchical multiresolution models for fast object detection ». Thèse de doctorat. Barcelona, Spain, Universitat Autònoma de Barcelona.
Kumaradevan Punithakumar, Ismail Ben Ayed, Ali Islam, Aashish Goela, Shuo Li. 2012 « Regional heart motion abnormality detection via multiview fusion ». Medical Image Computing and Computer-Assisted Intervention – MICCAI 2012. 15th International Conference, Nice, France, October 1-5, 2012, Proceedings, Part II (Nice, France, Oct. 1-5, 2012) Springer Verlag
Kumaradevan Punithakumar, Jing Yuan, Ismail Ben Ayed, Shuo Li, Yuri Boykov. 2012 « A convex max-flow approach to distribution-based figure-ground separation ». SIAM Journal on Imaging Sciences vol. 5 , nº 4. p. 1333-1354
Paulo V. W. Radtke, Éric Granger, Robert Sabourin, Dmitry Gorodnichy. 2012 « Adaptive selection of ensembles for imbalanced class distributions ». 21st International Conference on Pattern Recognition (ICPR) (Tsukuba, Japan, Nov. 11-15, 2012) Institute of Electrical and Electronics Engineers Inc.
Ajita Rattani, Gian Luca Marcialis, Éric Granger, Fabio Roli. 2012 « A dual-staged classification-selection approach for automated update of biometric templates ». 21st International Conference on Pattern Recognition (ICPR) (Tsukuba, Japan, Nov. 11-15, 2012) Institute of Electrical and Electronics Engineers Inc.
R. Ribeiro, F. Favarim, M. A. C. Barbosa, A. Pinz Borges, O. Betazzi Dordal, A. L. Koerich, F. Enembreck. 2012 « Unified algorithm to improve reinforcement learning in dynamic environments: an instance-based approach ». ICEIS 2012. 14th International Conference on Enterprise Information Systems. Proceedings (Wroclaw, Poland, June 28-July 1, 2012) INSTICC Press
Matthew Toews, William M. Wells III, Lilla Zöllei. 2012 « A feature-based developmental model of the infant brain in structural MRI ». Medical Image Computing and Computer-Assisted Intervention – MICCAI 2012 : 15th International Conference, Nice, France, October 1-5, 2012, Proceedings, Part II (Nice, France, Oct. 1-5, 2012) Springer Berlin Heidelberg
Eduardo Vellasques, Robert Sabourin, Éric Granger. 2012 « Gaussian mixture modeling for dynamic particle swarm optimization of recurrent problems ». GECCO'12 : Proceedings of the fourteenth international conference on Genetic and evolutionary computation conference (Philadelphia, PA, USA, July 7-11, 2012) Association for Computing Machinery

Mariam Afshin, Ismail Ben Ayed, Ali Islam, Ian Ross, Terry Peters, Shuo Li. 2011 « Variational level-set segmentation and tracking of left ventricle using field prior ». Progress in Biomedical Optics and Imaging (Lake Buena Vista, FL, USA, Feb. 14-16, 2011) SPIE
Mariam Afshin, Ismail Ben Ayed, Kumaradevan Punithakumar, Max W. K. Law, Ali Islam, Aashish Goela, Ian Ross, Terry Peters, Shuo Li. 2011 « Assessment of regional myocardial function via statistical features in MR images ». Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 14th International Conference, Proceedings, Part III (Toronto, ON, Canada, Sept. 18-22, 2011) Springer Verlag
B. Balasingam, M. Forouzanfar, M. Bolic, H. Dajani, V. Groza, S. Rajan. 2011 « Arterial blood pressure parameter estimation and tracking using particle filters ». IEEE International Symposium on Medical Measurements and Applications (Bari, Italy, May 30-31, 2011) IEEE
Luana Batista, Éric Granger, Robert Sabourin. 2011 « Dynamic ensemble selection for off-line signature verification ». 10th International Workshop on Multiple Classifier Systems (MCS) (Naples, Italy, June 15-17, 2011) Springer Verlag
Ismail Ben Ayed, Kumaradevan Punithakumar, Gregory Garvin, Walter Romano, Shuo Li. 2011 « Graph cuts with invariant object-interaction priors: application to intervertebral disc segmentation ». Information Processing in Medical Imaging. 22nd International Conference, IPMI 2011, Kloster Irsee, Germany, July 3-8, 2011. Proceedings (Kloster Irsee, Germany, July 3-8, 2011) Springer Verlag
Mohamed Ben Salah, Amar Mitiche, Ismail Ben Ayed. 2011 « Multiregion image segmentation by parametric kernel graph cuts ». IEEE Transactions on Image Processing vol. 20 , nº 2. p. 545-557
Jean-François Connolly, Éric Granger, Robert Sabourin. 2011 « Comparing dynamic PSO algorithms for adapting classifier ensembles in video-based face recognition ». IEEE Workshop on Computational Intelligence in Biometrics and Identity Management (CIBIM) (Paris, France, Apr. 11-15, 2011) Institute of Electrical and Electronics Engineers
Y.M.G. Costa, F. Gouyon, A. L. Koerich, L.E.S. Oliveira. 2011 « Classificaçao de gêneros musicais por texturas no espaço de frequência ». XXXVIII Seminário Integrado de Software e Hardware (SEMISH 2011) (Natal, Brasil, July, 2010)
Yandre M. G. Costa, Luiz S. Oliveira, Alessandro L. Koerich, Fabien Gouyon. 2011 « Music genre recognition using spectrograms ». 2011 18th International Conference on Systems, Signals and Image Processing, IWSSIP 2011, June 16, 2011 - June 18, 2011 (Sarajevo, Bosnia and Herzegovina, June 16-18, 2011) IEEE Computer Society
Rafael M. O. Cruz, George D. C. Cavalcanti, Tsang Ing Ren. 2011 « A method for dynamic ensemble selection based on a filter and an adaptive distance to improve the quality of the regions of competence ». International Joint Conference on Neural Networks (San Jose, CA, USA, July 31-Aug. 05, 2011) IEEE
Christian Desrosiers, Philippe Galinier, Alain Hertz, Pierre Hansen. 2011 « Improving constrained pattern mining with first-fail-based heuristics ». Data Mining and Knowledge Discovery vol. 23 , nº 1. p. 63-90
Christian Desrosiers, George Karypis. 2011 « A Comprehensive Survey of Neighborhood-based Recommendation Methods ». In Recommender systems handbook. p. 107-144. Springer
George S. Eskander, Robert Sabourin, Éric Granger. 2011 « Signature based Fuzzy Vaults with boosted feature selection ». IEEE Workshop on Computational Intelligence in Biometrics and Identity Management (CIBIM) (Paris, France, Apr. 11-15, 2011) Institute of Electrical and Electronics Engineers
Mohamad Forouzanfar, Hamid Abrishami-Moghaddam. 2011 « Ultrasound speckle reduction in the complex wavelet domain ». In Principles of Waveform Diversity and Design. p. 558-577. Institution of Engineering and Technology
Mohamad Forouzanfar, Hilmi R. Dajani, Voicu Z. Groza, Miodrag Bolic, Sreeraman Rajan. 2011 « Feature-based neural network approach for oscillometric blood pressure estimation ». IEEE Transactions on Instrumentation and Measurement vol. 60 , nº 8. p. 2786-2796
Dmitry O. Gorodnichy, Elan Dubrofsky, Richard Hoshino, Wael Khreich, Éric Granger, Robert Sabourin. 2011 « Exploring the upper bound performance limit of iris biometrics using score calibration and fusion ». IEEE Workshop on Computational Intelligence in Biometrics and Identity Management (CIBIM) (Paris, France, Apr. 11-15, 2011) Institute of Electrical and Electronics Engineers
Jonathan Hadida, Christian Desrosiers, Luc Duong. 2011 « Intensity-based hierarchical clustering in CT-scans : application to interactive segmentation in cardiology ». Medical Imaging : Visualization, Image-Guided Procedures, and Modeling (Lake Buena Vista, FL, USA, Feb. 13-15, 2011) SPIE - The International Society for Optical Engineering
Wael Khreich, Éric Granger, Ali Miri, Robert Sabourin. 2011 « Incremental boolean combination of classifiers ». 10th International Workshop on Multiple Classifier Systems (MCS) (Naples, Italy, June 15-17, 2011) Springer Verlag
Richard Lepage, Éric Granger. 2011 « Méthodes d'évaluation de l'achalandage du quartier des spectacles : étape 1 : revue de documentation ». Montréal, Canada : École de technologie supérieure. 41 p.
M. T. Lopes, C. A. A. Kaestner, C. N. Silla Jr., A. L. Koerich. 2011 « Identificação automática de espécies de pássaros a partir da análise do canto ». 13th Brazilian Symposium on Computer Music (SBCM) (Vitoria, Brasil, Aug. 31-Sept. 3, 2011)
M. T. Lopes, A. Lameiras Koerich, C. Jnr Nascimento Silla, C. A. Alves Kaestner. 2011 « Feature set comparison for automatic bird species identification ». 2011 IEEE International Conference on Systems, Man and Cybernetics, 9-12 Oct. 2011 (Anchorage, AK, USA, Oct. 9-12, 2011) IEEE
Marcelo T. Lopes, Lucas L. Gioppo, Thiago T. Higushi, Celso A. A. Kaestner, Carlos N. Silla Jr, Alessandro L. Koerich. 2011 « Automatic bird species identification for large number of species ». Proceedings - 2011 IEEE International Symposium on Multimedia, ISM 2011 (Dana Point, CA, USA, Dec. 5-7, 2011) IEEE Computer Society
M. Mansano, L. Pavesi, L. S. Oliveira, A. Britto Jr, A. Koerich. 2011 « Inspection of metallic surfaces using Local Binary Patterns ». 37th Annual Conference of the IEEE Industrial Electronics Society, IECON 2011, November 7, 2011 - November 10, 2011 (Melbourne, VIC, Australia, Nov. 7-10, 2011) IEEE Computer Society
Rafael Menelau Oliveira E. Cruz. 2011 « Methods for dynamic selection and fusion of ensemble of classifiers ». Mémoire de maîtrise. Brésil, Universidade Federal de Pernambuco.
Amar Mitiche, Ismail Ben Ayed. 2011 « Variational and level set methods in image segmentation ». : Springer Berlin Heidelberg. 190 p.
M. S. Nambakhsh, Kumaradevan Punithakumar, Ismail Ben Ayed, Aashish Goela, Ali Islam, Terry Peters, Shuo Li. 2011 « A neural network learned information measures for heart motion abnormality detection ». Progress in Biomedical Optics and Imaging (Lake Buena Vista, FL, USA, Feb. 14-16, 2011) SPIE
Mohammad Saleh Nambakhsh, Jing Yuan, Ismail Ben Ayed, Kumaradevan Punithakumar, Aashish Goela, Ali Islam, Terry Peters, Shuo Li. 2011 « A convex max-flow segmentation of LV using subject-specific distributions on cardiac MRI ». Information Processing in Medical Imaging. 22nd International Conference, IPMI 2011, Kloster Irsee, Germany, July 3-8, 2011. Proceedings (Kloster Irsee, Germany, July 3-8, 2011) Springer Verlag
Samuel Nault, Thierry Blaise, Tasse Fotso, Richard Lepage, Éric Granger. 2011 « Dénombrement de foule lors d’événements au quartier des spectacles de Montréal ». 79e Congrès de l'ACFAS (Sherbrooke, Canada, 9-13 mai 2011)
L. Oliveira, A. L. Koerich, M. Mansano, A. S. Britto. 2011 « 2D principal component analysis for face and facial-expression recognition ». Computing in Science & Engineering vol. 13 , nº 3. p. 9-13
Marco Pedersoli, Jordi Gonzlez, Andrew D. Bagdanov, Xavier Roca. 2011 « Efficient discriminative multiresolution cascade for real-time human detection applications ». Pattern Recognition Letters vol. 32 , nº 13. p. 1581-1587
Marco Pedersoli, Andrea Vedaldi, Jordi Gonzàlez. 2011 « A coarse-to-fine approach for fast deformable object detection ». 2011 IEEE Conference on Computer Vision and Pattern Recognition (Colorado Springs, CO, USA, June 20-25, 2011) IEEE Computer Society
Marco Pedersoli, Andrea Vedaldi, Jordi Gonzàlez. 2011 « A coarse-to-fine approach for fast deformable object detection ». Communication lors de la conférence : 2011 IEEE Conference on Computer Vision and Pattern Recognition (Colorado Springs, CO, USA, June 20-25, 2011)
Bassem S. Rabil, Robert Sabourin, Éric Granger. 2011 « Impact of watermarking on offline signature verification in intelligent bio-watermarking systems ». IEEE Workshop on Computational Intelligence in Biometrics and Identity Management (CIBIM) (Paris, France, Apr. 11-15, 2011) Institute of Electrical and Electronics Engineers
Bassem S. Rabil, Robert Sabourin, Éric Granger. 2011 « Watermarking stack of grayscale face images as dynamic multi-objective optimization problem ». International Conference on Mass Data Analysis of Images and Signals in Medicine, Biotechnology, Chemistry and Food Industry (New York, NY, USA, Aug. 30-Sept. 3, 2011) IbaI Publishing
Rishi Rajalingham, Matthew Toews, D. Louis Collins, Tal Arbel. 2011 « Exploring cortical folding pattern variability using local image features ». Medical computer vision. Recognition techniques and applications in medical imaging : International MICCAI Workshop, MCV 2010, Beijing, China, September 20, 2010, Revised Selected Papers (Beijing, China, Sept. 20, 2010) Springer Berlin Heidelberg
Israel Rios, Alceu de Souza Britto Jr., Alessandro Lameiras Koerich, Luis Eduardo Soares Oliveira. 2011 « An OCR free method for word spotting in printed documents: the evaluation of different features sets ». Journal of Universal Computer Science vol. 17 , nº 1. p. 48-63
Nataliya Shapovalova, Wenjuan Gong, Marco Pedersoli, Francesc Xavier Roca, Jordi Gonzàlez. 2011 « On importance of interactions and context in human action recognition ». Pattern Recognition and Image Analysis : 5th Iberian Conference, IbPRIA 2011, Las Palmas de Gran Canaria, Spain, June 8-10, 2011 : Proceedings (Las Palmas de Gran Canaria, Spain, June 08-10, 2011) Springer Verlag
C. N. Silla Jr., C. A. A. Kaestner, A. L. Koerich. 2011 « Classificação de gêneros musicais utilizando vetores de característica híbridos ». 13th Brazilian Symposium on Computer Music (SBCM) (Vitoria, Brasil, Aug. 31-Sept. 3, 2011)
H. A. Silva, A. S. Britto, L. E. S. Oliveira, A. L. Koerich. 2011 « A multilevel algorithm for the network design problem ». IECON 2011 - 37th Annual Conference of IEEE Industrial Electronics, 7-10 Nov. 2011 IEEE
Azar Tolouee, Hamid Abrishami Moghaddam, Mohamad Forouzanfar, Masumeh Gity, Rahil Garnavi. 2011 « Image based diagnostic aid system for interstitial lung diseases ». Expert Systems with Applications vol. 38 , nº 6. p. 7755-7765
Eduardo Vellasques, Robert Sabourin, Éric Granger. 2011 « A high throughput system for intelligent watermarking of bi-tonal images ». Applied Soft Computing vol. 11 , nº 8. p. 5215-5229
T. H. H. Zavaschi, A. L. Koerich, L. E. S. Oliveira. 2011 « Facial expression recognition using ensemble of classifiers ». ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings (Prague, Czech Republic, May 22-27, 2011) Institute of Electrical and Electronics Engineers Inc.

Luana Batista, Éric Granger, Robert Sabourin. 2010 « A multi-classifier system for off-line signature verification based on dissimilarity representation ». 9th International Workshop on Multiple Classifier Systems (MCS) (Cairo, Egypt, Apr. 7-9, 2010) Springer Verlag
Luana Batista, Éric Granger, Robert Sabourin. 2010 « Applying dissimilarity representation to off-line signature verification ». 20th International Conference on Pattern Recognition (ICPR) (Istanbul, Turkey, Aug. 23-26, 2010) Institute of Electrical and Electronics Engineers Computer Society
Luana Batista, Éric Granger, Robert Sabourin. 2010 « Improving performance of HMM-based off-line signature verification systems through a multi-hypothesis approach ». International Journal on Document Analysis and Recognition vol. 13 , nº 1. p. 33-47
Ismail Ben Ayed, Chen Hua-mei, Kumaradevan Punithakumar, Ian Ross, Shuo Li. 2010 « Graph cut segmentation with a global constraint: recovering region distribution via a bound of the Bhattacharyya measure ». 2010 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) (San Francisco, CA, USA, June 13-18, 2010) IEEE
Ismail Ben Ayed, Amar Mitiche, Mohamed Ben Salah, Shuo Li. 2010 « Finding image distributions on active curves ». 2010 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) (San Francisco, CA, USA, June 13-18, 2010) IEEE
M. Ben Salah, A. Mitiche, I. Ben Ayed. 2010 « Image partitioning with kernel mapping and graph cuts ». 2010 Proceedings of 17th IEEE International Conference on Image Processing (ICIP 2010) (Hong Kong, China, Sept. 26-29, 2010) IEEE
Mohamed Ben Salah, Amar Mitiche, Ismail Ben Ayed. 2010 « Effective level set image segmentation with a kernel induced data term ». IEEE Transactions on Image Processing vol. 19 , nº 1. p. 220-232
Gilles Boulianne, Jean-François Beaumont, Maryse Boisvert, Julie Brousseau, Patrick Cardinal, Claude Chapdelaine, Michel Comeau, Pierre Ouellet, Frédéric Osterrath, Pierre Dumouchel. 2010 « Shadow speaking for real-time closed-captioning of TV broadcasts in french ». In Listening to subtitles : subtitles for the deaf and hard of hearing . Peter Lang International Academic Professional Publishers
Patrick Cardinal, Vishwa Gupta, Gilles Boulianne. 2010 « Content-based advertisement detection ». INTERSPEECH 2010. 11th Annual Conference of the International Speech Communication Association (Chiba, Makuhari, Japan, Sept. 26-30, 2010) International Speech Communication Association
Jean-François Connolly, Éric Granger, Robert Sabourin. 2010 « An adaptive ensemble of fuzzy ARTMAP neural networks for video-based face classification ». IEEE Congress on Evolutionary Computation (Barcelona, Spain, July 18-23, 2010) Institute of Electrical and Electronics Engineers
Rafael M. O. Cruz, George D. C. Cavalcanti, Tsang Ing Ren. 2010 « An ensemble classifier for offline cursive character recognition using multiple feature extraction techniques ». International Joint Conference on Neural Networks (IJCNN) (Barcelona, Spain, July 18-23, 2010) IEEE
Rafael M. O. Cruz, George D. C. Cavalcanti, Tsang Ing Ren. 2010 « Handwritten digit recognition using multiple feature extraction techniques and classifier ensemble ». IWSSIP 2010 - 17th International Conference on Systems, Signals and Image Processing (Rio de Janeiro, Brazil, June 17-19, 2010) IWSSIP
Meltem Demirkus, Matthew Toews, James J. Clark, Tal Arbel. 2010 « Gender classification from unconstrained video sequences ». 2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition - Workshops (CVPRW) (San Francisco, CA, USA, June 13-18, 2010) IEEE Computer Society
Christian Desrosiers, George Karypis. 2010 « A novel approach to compute similarities and its application to item recommendation ». 11th Pacific Rim International Conference on Artificial Intelligence (PRICAI) : Trends in Artificial Intelligence (Daegu, Korea, Aug. 30-Sept. 2, 2010) Springer Berlin / Heidelberg
Christian Desrosiers, George Karypis. 2010 « Enhancing link-based similarity through the use of non-numerical labels and prior information ». Proceedings of the Eighth Workshop on Mining and Learning with Graphs (Washington, D.C., USA, July 24-25, 2010) Association for Computing Machinery
Armin Eftekhari, Mohamad Forouzanfar, Hamid Abrishami Moghaddam, Javad Alirezaie. 2010 « Block-wise 2D kernel PCA/LDA for face recognition ». Information Processing Letters vol. 110 , nº 17. p. 761-766
M. Forouzanfar, H. Abrishami-Moghaddam, M. Dehghani. 2010 « A new effective approach for enhancement of SAR images based on extraction of interscale dependencies in the wavelet domain ». Geosciences vol. 19 , nº 76. p. 9-16
M. Forouzanfar, H. R. Dajani, V. Z. Groza, M. Bolic, S. Rajan. 2010 « Comparison of feed-forward neural network training algorithms for oscillometric blood pressure estimation ». 4th International Workshop on Soft Computing Applications (SOFA) (Arad, Romania, July 15-17, 2010) IEEE
Mohamad Forouzanfar, Hamid Abrishami Moghaddam, Masoumeh Gity. 2010 « A new multiscale Bayesian algorithm for speckle reduction in medical ultrasound images ». Signal, Image and Video Processing vol. 4 , nº 3. p. 359-375
Mohamad Forouzanfar, Hilmi R. Dajani, Voicu Z. Groza, Miodrag Bolic, Sreeraman Rajan. 2010 « Adaptive neuro-fuzzy inference system for oscillometric blood pressure estimation ». IEEE International Workshop on Medical Measurements and Applications (MeMeA) (Ottawa, ON, Canada, Apr. 30 - May 01, 2010) IEEE Computer Society
Mohamad Forouzanfar, Nosratallah Forghani, Mohammad Teshnehlab. 2010 « Parameter optimization of improved fuzzy c-means clustering algorithm for brain MR image segmentation ». Engineering Applications of Artificial Intelligence vol. 23 , nº 2. p. 160-168
Josep M. Gonfaus, Xavier Boix, Fahad S. Khan, Joost van de Weijer, Andrew D. Bagdanov, Marco Pedersoli, Joan Serrat, Xavier Roca, Jordi Gonzàlez. 2010 « Harmony potentials : Fusing global and local scale for semantic image segmentation ». Communication lors de la conférence : The PASCAL Visual Object Classes Challenge Workshop 2010 (Crete, Greece, Sept. 11, 2010)
Éric Granger, Philippe Henniges, Robert Sabourin, Luis S. Oliveira. 2010 « Match tracking strategies for fuzzy ARTMAP neural networks ». In Handbook of Pattern Recognition and Computer Vision. p. 73-100. World Scientific Publishing
Éric Granger, D. Prieur, Jean-François Connolly. 2010 « Evolving ARTMAP neural networks using multi-objective particle swarm optimization ». IEEE World Congress on Evolutionary Computation (WCCI) (Barcelona, Spain, July 18-23, 2010) Institute of Electrical and Electronics Engineers
Vishwa Gupta, Gilles Boulianne, Patrick Cardinal. 2010 « CRIM's content-based audio copy detection system for TRECVID 2009 ». 2010 International Workshop on Content-Based Multimedia Indexing (CBMI) (Grenoble, France, June 23-25, 2010) IEEE
Vishwa Gupta, Gilles Boulianne, Patrick Cardinal. 2010 « Content-based audio copy detection using nearest-neighbor mapping ». 2010 IEEE International Conference on Acoustics Speech and Signal Processing (ICASSP) (Dallas, TX, USA, Mar. 14-19, 2010) IEEE
Wael Khreich, Éric Granger, Ali Miri, Robert Sabourin. 2010 « Boolean combination of classifiers in the ROC space ». 20th International Conference on Pattern Recognition (ICPR) (Istanbul, Turkey, Aug. 23-26, 2010) Institute of Electrical and Electronics Engineers Computer Society
Wael Khreich, Éric Granger, Ali Miri, Robert Sabourin. 2010 « Iterative Boolean combination of classifiers in the ROC space : an application to anomaly detection with HMMs ». Pattern Recognition vol. 43 , nº 8. p. 2732-2752
Wael Khreich, Éric Granger, Ali Miri, Robert Sabourin. 2010 « On the memory complexity of the forward-backward algorithm ». Pattern Recognition Letters vol. 31 , nº 2. p. 91-99
A. L. Koerich, A. de S Britto, L. E. S. de Oliveira. 2010 « Verification of unconstrained handwritten words at character level ». Proceedings 2010 12th International Conference on Frontiers in Handwriting Recognition (ICFHR 2010) (Kolkata, India, Nov. 16-18, 2010) IEEE Computer Society
Alessandro L. Koerich, Luiz Eduardo Soares de Oliveira, Alceu S. Britto Jr.. 2010 « Face recognition using selected 2DPCA coefficients ». IWSSIP 2010 - 17th International Conference on Systems, Signals and Image Processing (Rio de Janeiro, Brazil, June 17-19, 2010)
Guillaume Latombe, Éric Granger, Fred A. Dilkes. 2010 « Fast learning of grammar production probabilities in radar electronic support ». IEEE Transactions on Aerospace and Electronic Systems vol. 46 , nº 3. p. 1262-1289
Thomas Lidy, Carlos N. Silla Jr, Olmo Cornelis, Fabien Gouyon, Andreas Rauber, Celso A. A. Kaestner, Alessandro L. Koerich. 2010 « On the suitability of state-of-the-art music information retrieval methods for analyzing, categorizing and accessing non-Western and ethnic music collections ». Signal Processing vol. 90 , nº 4. p. 1032-1048
Miguel Lopes, Fabien Gouyon, Alessandro L. Koerich, Luiz E. S. Oliveira. 2010 « Selection of training instances for music genre classification ». Proceedings - 2010 20th International Conference on Pattern Recognition, ICPR 2010 (Istanbul, Turkey, Aug. 23-26, 2010) Institute of Electrical and Electronics Engineers Inc.
Marco Pedersoli, Jordi Gonzàlez, Andrew D. Bagdanov, Juan J. Villanueva. 2010 « Recursive coarse-to-fine localization for fast object detection ». Computer Vision - ECCV 2010 : 11th European Conference on Computer Vision, Heraklion, Crete, Greece, September 5-11, 2010, Proceedings, Part VI (Heraklion, Crete, Greece, Sept. 05-11, 2010) Springer Verlag
Kumaradevan Punithakumar, Ismail Ben Ayed, Ali Islam, Ian G. Ross, Shuo Li. 2010 « Regional heart motion abnormality detection via information measures and unscented Kalman filtering ». Medical Image Computing and Computer-Assisted Intervention – MICCAI 2010. 13th International Conference, Beijing, China, September 20-24, 2010, Proceedings, Part I (Beijing, China, Sept. 20-24, 2010) Springer Verlag
Kumaradevan Punithakumar, Ismail Ben Ayed, Ali Islam, Ian G. Ross, Shuo Li. 2010 « Tracking endocardial motion via multiple model filtering ». IEEE Transactions on Biomedical Engineering vol. 57 , nº 8. p. 2001-2010
Kumaradevan Punithakumar, Ismail Ben Ayed, Ian G. Ross, Ali Islam, Jaron Chong, Shuo Li. 2010 « Detection of left ventricular motion abnormality via information measures and Bayesian filtering ». IEEE Transactions on Information Technology in Biomedicine vol. 14 , nº 4. p. 1106-1113
Bassem S. Rabil, Robert Sabourin, Éric Granger. 2010 « Intelligent watermarking with multi-objective population based incremental learning ». 6th International Conference on Intelligent Information Hiding and Multimedia Signal Processing (IIH-MSP) (Darmstadt, Germany, Oct. 15-17, 2010) Institute of Electrical and Electronics Engineers Computer Society
Israel Rios, Alceu S. Britto Jr, Alessandro L. Koerich, Luiz E. S. Oliveira. 2010 « Evaluation of different feature sets in an OCR free method for word spotting in printed documents ». APPLIED COMPUTING 2010 - Proceedings of the 25th Annual ACM Symposium on Applied Computing (Sierre, Switzerland, Mar. 22-26, 2010) Association for Computing Machinery
D. Rowe, J. Gonzalez, M. Pedersoli, J. J. Villanueva. 2010 « On tracking inside groups ». Machine Vision and Applications vol. 21 , nº 2. p. 113-127
Carlos N. Silla Jr, Alessandro L. Koerich, Celso A. A. Kaestner. 2010 « Improving automatic music genre classification with hybrid content-based feature vectors ». APPLIED COMPUTING 2010 - Proceedings of the 25th Annual ACM Symposium on Applied Computing (Sierre, Switzerland, Mar. 22-26, 2010) Association for Computing Machinery
Matthew Toews, William M. Wells III. 2010 « A mutual-information scale-space for image feature detection and feature-based classification of volumetric brain images ». 2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition - Workshops (CVPRW) (San Francisco, CA, United states, June 13-18, 2010) IEEE Computer Society
Matthew Toews, William M. Wells III, D. Louis Collins, Tal Arbel. 2010 « Feature-based morphometry: discovering group-related anatomical patterns ». NeuroImage vol. 49 , nº 3. p. 2318-2327
Eduardo Vellasques, Robert Sabourin, Éric Granger. 2010 « Intelligent watermarking of document images as a dynamic optimization problem ». 6th International Conference on Intelligent Information Hiding and Multimedia Signal Processing (IIH-MSP) (Darmstadt, Germany, Oct. 15-17, 2010) Institute of Electrical and Electronics Engineers Computer Society
Eduardo Vellasques, Éric Granger, Robert Sabourin. 2010 « Intelligent watermarking systems : a survey ». In Handbook of Pattern Recognition and Computer Vision. p. 687-724. World Scientific Publishing

A. R. Barghaei, Mohamad Forouzanfar, Hamid Abrishami Moghaddam. 2009 « شخیص بیماری دیابت با استفاده از کرنل وابسته به داده ». 16th Iranian Conference Biomedical Engineering (ICBME) (Mashhad, Iran, Dec. 29-30, 2009) CIVILICA
Luana Batista, Éric Granger, Robert Sabourin. 2009 « A multi-hypothesis approach for off-line signature verification with HMMs ». 10th International Conference on Document Analysis and Recognition (ICDAR) (Barcelona, Spain, July 26-29, 2009) Institute of Electrical and Electronics Engineers Computer Society
Ismail Ben Ayed, Shuo Li, Ian Ross. 2009 « A statistical overlap prior for variational image segmentation ». International Journal of Computer Vision vol. 85 , nº 1. p. 115-132
Ismail Ben Ayed, Shuo Li, Ian Ross. 2009 « Embedding overlap priors in variational left ventricle tracking ». IEEE Transactions on Medical Imaging vol. 28 , nº 12. p. 1902-1913
Ismail Ben Ayed, Shuo Li, Ian Ross. 2009 « Level set image segmentation with a statistical overlap constraint ». Information Processing in Medical Imaging. 21st International Conference, IPMI 2009, Williamsburg, VA, USA, July 5-10, 2009. Proceedings (Williamsburg, VA, USA, July 5-10, 2009) Springer Verlag
Ismail Ben Ayed, Shuo Li, Ian Ross, Ali Islam. 2009 « Myocardium tracking via matching distributions ». International Journal of Computer Assisted Radiology and Surgery vol. 4 , nº 1. p. 37-44
Ismail Ben Ayed, Kumaradevan Punithakumar, Shuo Li, Ali Islam, Jaron Chong. 2009 « Left ventricle segmentation via graph cut distribution matching ». Medical Image Computing and Computer-Assisted Intervention – MICCAI 2009. 12th International Conference, London, UK, September 20-24, 2009, Proceedings, Part II (London, UK, Sept. 20-24, 2009) Springer Verlag
M. Ben Salah, A. Mitiche, I. Ben Ayed. 2009 « Image segmentation in a kernel-induced space ». Proceedings of the 2009 16th IEEE International Conference on Image Processing (ICIP 2009) (Cairo, Egypt, Nov. 7-10, 2009) IEEE
Cheila Bergamini, Luis S. Oliveira, Alessandro L. Koerich, Robert Sabourin. 2009 « Combining different biometric traits with one-class classification ». Signal Processing vol. 89 , nº 11. p. 2117-2127
Patrick Cardinal, Gilles Boulianne. 2009 « Real-time correction of closed-captions ». INTERSPEECH 2009 - 10th Annual Conference of the International Speech Communication Association (Brighton, UK, Sept. 6-10, 2009) International Speech and Communication Association
Patrick Cardinal, Pierre Dumouchel, Gilles Boulianne. 2009 « Using parallel architectures in speech recognition ». INTERSPEECH 2009 - 10th Annual Conference of the International Speech Communication Association (Brighton, UK, Sept. 6-10, 2009) International Speech and Communication Association
Jean-François Connolly, Éric Granger, Robert Sabourin. 2009 « Incremental adaptation of fuzzy ARTMAP neural networks for video-based face classification ». IEEE Symposium on Computational Intelligence for Security and Defense Applications (CISDA) (Ottawa, Ont., Canada, July 8-10, 2009) Institute of Electrical and Electronics Engineers Computer Society
A. Eftekhari, H. Abrishami-Moghaddam, M. Forouzanfar. 2009 « A generalized matrix-based framework for face recognition ». 17th Iranian Conference on Electric Engineering (ICEE) (Tehran, Iran, May 11-13, 2009) Iran University of Science and Technology
Armin Eftekhari, Hamid Abrishami Moghaddam, Mohamad Forouzanfar, Javad Alirezaie. 2009 « Incremental local linear fuzzy classifier in fisher space ». EURASIP Journal on Advances in Signal Processing vol. 2009 , nº 1
Armin Eftekhari, Mojtaba Ahmadieh Khanesar, Mohamad Forouzanfar, Mohammad Teshnehlab. 2009 « Incremental locally linear fuzzy classifier ». In Applications of Soft Computing. p. 305-314. Springer Berlin Heidelberg
Nosratallah Forghani, Mohamad Forouzanfar, Armin Eftekhari, Shahab Mohammad-Moradi, Mohammad Teshnehlab. 2009 « Application of particle swarm optimization in accurate segmentation of brain MR images ». In Particle Swarm Optimization. p. 203-222. IntechOpen
Mohamad Forouzanfar, Hilmi R. Dajani, Voicu Z. Groza, Miodrag Bolic, Sreeraman Rajan. 2009 « Oscillometric blood pressure estimation using principal component analysis and neural networks ». IEEE Toronto International Conference - Science and Technology for Humanity (TIC-STH'09) (Toronto, ON, Canada, Sept. 26-27, 2009) IEEE Computer Society
Maguelonne Héritier, Vishwa Gupta, Langis Gagnon, Gilles Boulianne, Samuel Foucher, Patrick Cardinal. 2009 « CRIM's content-based copy detection system for TRECVID ». 2009 TREC Video Retrieval Evaluation Notebook Papers (Gaithesburg, MD, USA, Nov. 16, 2009) National Institute of Standards and Technology
Wael Khreich, Éric Granger, Ali Miri, Robert Sabourin. 2009 « A comparison of techniques for on-line incremental learning of HMM parameters in anomaly detection ». IEEE Symposium on Computational Intelligence for Security and Defense Applications (CISDA) (Ottawa, Ont., Canada, July 8-10, 2009) Institute of Electrical and Electronics Engineers Computer Society
Wael Khreich, Éric Granger, Robert Sabourin, Ali Miri. 2009 « Combining hidden Markov models for improved anomaly detection ». IEEE International Conference on Communications (ICC) (Dresden, Germany, June 14-18, 2009) Institute of Electrical and Electronics Engineers
Guillaume Latombe, Éric Granger, Fred A. Dilkes. 2009 « Fast learning of grammatical probabilities in radar electronic support ». Ottawa, Canada : Defence R&D Canada -Ottawa. 94 p.
Shahab Mohammad-Moradi, Hamid Khaloozadeh, Mohamad Forouzanfar, Ramezan Paravi Torghabeh, Nosratallah Forghani. 2009 « Swarm intelligence in portfolio selection ». In Particle Swarm Optimization. p. 223-232. IntechOpen
Marco Pedersoli, Jordi Gonzalez, Juan Jose Villanueva. 2009 « High-speed human detection using a multiresolution cascade of histograms of oriented gradients ». Pattern Recognition and Image Analysis : 4th Iberian Conference, IbPRIA 2009 Póvoa de Varzim, Portugal, June 10-12, 2009 Proceedings (Povoa de Varzim, Portugal, June 10-12, 2009) Springer Verlag
Marco Pedersoli, Jordi Gonzalez, Juan Jose Villanueva. 2009 « High-speed human detection using a multiresolution cascade of histograms of oriented gradients ». Communication lors de la conférence : 4th Iberian Conference on Pattern Recognition and Image Analysis (IbPRIA) (Povoa de Varzim, Portugal, June 10-12, 2009)
Kumaradevan Punithakumar, Ismail Ben Ayed, Ali Islam, Ian Ross, Shuo Li. 2009 « Tracking endocardial boundary and motion via graph cut distribution matching and multiple model filtering ». Computer Vision - ACCV 2009 : 9th Asian Conference on Computer Vision, Xi’an, September 23-27, 2009, Revised Selected Papers, Part III (Berlin, Germany, Sept. 23-27, 2009) Springer Verlag
Kumaradevan Punithakumar, Shuo Li, Ismail Ben Ayed, Ian Ross, Ali Islam, Jaron Chong. 2009 « Heart motion abnormality detection via an information measure and bayesian filtering ». Medical Image Computing and Computer-Assisted Intervention – MICCAI 2009. 12th International Conference, London, UK, September 20-24, 2009, Proceedings, Part II (London, UK, Sept. 20-24, 2009) Springer Verlag
Richardson Ribeiro, Andre P. Borges, Alessandro L. Koerich, Edson E. Scalabrin, Fabricio Enembreck. 2009 « A strategy for converging dynamic action policies ». 2009 IEEE Symposium on Intelligent Agents, IA 2009 - Proceedings (Nashville, TN, USA, Mar. 30- Apr. 2, 2009) Inst. of Elec. and Elec. Eng. Computer Society
Murilo Santos, Albert Hung-Ren Ko, Luis S. Oliveira, Robert Sabourin, Alessandro L. Koerich, Alceu de Souza Britto. 2009 « Evaluation of different strategies to optimize an HMM-based character recognition system ». 10th International Conference on Document Analysis and Recognition (ICDAR) (Barcelona, Spain, July 26-29, 2009) Institute of Electrical and Electronics Engineers Computer Society
C. N. Silla, A. L. Koerich, C. A. A. Kaestner. 2009 « A feature selection approach for automatic music genre classification ». International Journal of Semantic Computing vol. 3 , nº 2. p. 183-208
M. Toews, T. Arbel. 2009 « Detection, localization, and sex classification of faces from arbitrary viewpoints and under occlusion ». IEEE Transactions on Pattern Analysis and Machine Intelligence vol. 31 , nº 9. p. 1567-1581
M. Toews, Tal Arbel. 2009 « Parts-based modelling of medical imagery ». In Computational intelligence in medical imaging: techniques and applications. p. 291-326. CRC Press
Matthew Toews, D. Louis Collins, Tal Arbel. 2009 « Automatically learning cortical folding patterns ». IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2009. ISBI '09 (Boston, MA, USA, June 28-July 1, 2009) IEEE Computer Society
Matthew Toews, William III Wells. 2009 « SIFT-Rank: Ordinal description for invariant feature correspondence ». IEEE Conference onComputer Vision and Pattern Recognition, 2009. CVPR 2009 (Miami, FL, USA, June 20-25, 2009) IEEE Computer Society
Matthew Toews, William M. Wells. 2009 « Bayesian registration via local image regions: information, selection and marginalization ». Information processing in medical imaging : 21st International Conference, IPMI 2009, Williamsburg, VA, USA, July 5-10, 2009. Proceedings (Williamsburg, VA, USA, July 5-10, 2009) Springer Berlin Heidelberg
Matthew Toews, William M. Wells, D. Louis Collins, Tal Arbel. 2009 « Feature-based morphometry ». Medical Image Computing and Computer-Assisted Intervention - MICCAI 2009 : 12th International Conference, London, UK, September 20-24, 2009, Proceedings, Part II (London, UK, Sept. 20-24, 2009) Springer Berlin Heidelberg

Luana Batista, Dominique Rivard, Robert Sabourin, Éric Granger, Patrick Maupin. 2008 « State of the art in off-line signature verification ». In Pattern recognition technologies and applications : recent advances . p. 39-62. Information Science Reference
Ismail Ben Ayed, Shuo Li, Ali Islam, Greg Garvin, Rethy Chhem. 2008 « Area prior constrained level set evolution for medical image segmentation ». Medical Imaging 2008: Image Processing (San Diego, CA, USA, Feb. 17-19, 2008) The International Society for Optical Engineering
Ismail Ben Ayed, Shuo Li, Ian Ross. 2008 « Tracking distributions with an overlap prior ». 2008 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) (Anchorage, AK, USA, June 23-28, 2008) IEEE
Ismail Ben Ayed, Amar Mitiche. 2008 « A region merging prior for variational level set image segmentation ». IEEE Transactions on Image Processing vol. 17 , nº 12. p. 2301-2311
Ismail Ben Ayed, Amar Mitiche. 2008 « Merging active contours ». Advances in Visual Computing. 4th International Symposium, ISVC 2008, Las Vegas, NV, USA, December 1-3, 2008. Proceedings, Part II (Las Vegas, NV, USA, Dec. 1-3, 2008) Springer Verlag
Ismail Ben Ayed, Lu Yingli, Shuo Li, Ian Ross. 2008 « Left ventricle tracking using overlap priors ». Medical Image Computing and Computer-Assisted Intervention – MICCAI 2008. 11th International Conference, New York, NY, USA, September 6-10, 2008, Proceedings, Part I (Berlin, Germany, Sept. 6-10, 2008) Springer-Verlag
Mohamed Ben Salah, Ismail Ben Ayed, Amar Mitiche. 2008 « Multiregion graph cut image segmentation ». VISAPP 2008 - Proceedings of the Third International Conference on Computer Vision Theory and Applications - Volume 1 (Funchal, Portugal, Jan. 22-25, 2008) Institute for Systems and Technologies of Information, Control and Communication
Mohamed Ben Salah, Amar Mitiche, Ismail Ben Ayed. 2008 « A continuous labeling for multiphase graph cut image partitioning ». Advances in Visual Computing. Proceedings 4th International Symposium, ISVC 2008, Las Vegas, NV, USA, December 1-3, 2008. Proceedings, Part I (Berlin, Germany, Dec. 1-3, 2008) Springer-Verlag
Cheila Bergamini, Luiz S. Oliveira, Alessandro L. Koerich, Robert Sabourin. 2008 « Fusion of biometric systems using one-class classification ». IEEE International Joint Conference on Neural Networks (IJCNN) (Hong Kong, China, June 1-8, 2008) Institute of Electrical and Electronics Engineers
Patrick Cardinal, Pierre Dumouchel, Gilles Boulianne, Michel Comeau. 2008 « GPU accelerated acoustics likelihood computations ». 9th Annual Conference of the International Speech Communication Association (INTERSPEECH) (Brisbane, Australia, Sept. 22-26, 2008) International Speech Communication Association
Bhaskar Chakraborty, Marco Pedersoli, Jordi Gonzalez. 2008 « View-invariant human action detection using component-wise HMM of body parts ». 5th International Conference on Articulated Motion and Deformable Objects (AMDO) 2008, July 9, 2008 - July 11, 2008 (Port d'Andratx, Mallorca, Spain, July 09-11, 2008) Springer Verlag
Jean-François Connolly, Éric Granger, Robert Sabourin. 2008 « Supervised incremental learning with the fuzzy ARTMAP neural network ». Artificial Neural Networks in Pattern Recognition. Third IAPR Workshop (ANNPR) (Paris, France, Jul. 2-4, 2008) Springer Verlag
Mohamad Forouzanfar, Hamid Abrishami Moghaddam, Sona Ghadimi. 2008 « Locally adaptive multiscale bayesian method for image denoising based on bivariate normal inverse gaussian distributions ». International Journal of Wavelets, Multiresolution and Information Processing vol. 6 , nº 4. p. 653-664
Éric Granger, Jean-Francois Connolly, Robert Sabourin. 2008 « A comparison of fuzzy ARTMAP and Gaussian ARTMAP neural networks for incremental learning ». IEEE International Joint Conference on Neural Networks (IJCNN) (Hong Kong, China, June 1-8, 2008) Institute of Electrical and Electronics Engineers
Eric Granger, Germain Lefrançois. 2008 « Novelty detection with probabilistic ARTMAP neural networks ». Smart Systems Engineering—Computational Intelligence in Architecting Engineering Systems (St-Louis, MO, USA, Nov. 9-12, 2008) The American Society of Mechanical Engineers
P. R. Kalva, F. Enembreck, A. Koerich L.. 2008 « WEB image classification using combination of classifiers ». IEEE Latin America Transactions vol. 6 , nº 7. p. 661-671
A. Marini, Alessandro Koerich L.. 2008 « Estratégias de rejeiçao para problemas multiclasses ». XXXIV Conferencia Latinoamericana de Informatica (CLEI 2008) (Santa Fé, Argentina, Sept. 8-12, 2008)
Luiz E. S. Oliveira, Paulo R. Cavalin, Alceu S. Britto Jr., Alessandro L. Koerich. 2008 « Inspeção automática de defeitos em madeiras de pinus usando visão computacional ». Revista de Informática Teórica e Aplicada vol. 15 , nº 2. p. 203-217
Mohammad Ali Rezaei, Parviz Abdolmaleki, Zahra Karami, Ebrahim Barzegari Asadabadi, Mohammad Amin Sherafat, Hamid Abrishami-Moghaddam, Marziyeh Fadaie, Mohammad Forouzanfar. 2008 « Prediction of membrane protein types by means of wavelet analysis and cascaded neural networks ». Journal of Theoretical Biology vol. 254 , nº 4. p. 817-820
R. Ribeiro, A. P. Borges, G. Ulbricht, Alessandro Koerich L.. 2008 « Discovering of action policies in dynamic environments ». Agora. Revista de Divulgaçao Cientifica vol. 15 , nº 1. p. 175-185
M. Santos, L. Oliveira, Robert Sabourin, A. Koerich, A. Britto Jr.. 2008 « Combinando caracteristicas complementares em modelos escondidos de markov: uma otimizaçao para o reconhecimento de caracteres manuscritos ». Conferencia Latinoamericana de Informatica (CLEI) (Santa Fe, Argentina, Sept. 8-12, 2008)
Carlos N. Jr Silla, Alessandro L. Koerich, Celso A. A. Kaestner. 2008 « Feature selection in automatic music genre classification ». 10th IEEE International Symposium on Multimedia, ISM 2008 (Berkeley, CA, USA, Dec. 15-17, 2008) IEEE
Carlos N. Silla, Alessandro L. Koerich, Celso A. A. Kaestner. 2008 « A machine learning approach to automatic music genre classification ». Journal of the Brazilian Computer Society vol. 14 , nº 3. p. 7-18
Carlos N. Silla Jr, Alessandro L. Koerich, Celso A. A. Kaestner. 2008 « The latin music database ». 9th International Conference on Music Information Retrieval, ISMIR 2008, September 14, 2008 - September 18, 2008 (Philadelphia, PA, USA, Sept. 14-18, 2008) Drexel University
Matthew Toews. 2008 « A probabilistic model to learn, detect, localize and classify patterns in arbitrary images ». 183 p.Thèse de doctorat. Montreal, McGill University.
A. Tolouee, H. Abrishami-Moghaddam, R. Garnavi, M. Forouzanfar, M. Giti. 2008 « Texture analysis in lung HRCT images ». Digital Image Computing: Techniques and Applications (DICTA) (Canberra, ACT, Australia, Dec. 01-03, 2008) IEEE Computer Society
Jr. Valle, L. E. S. Oliveira, Alessandro L. Koerich. 2008 « Automatic people counting in videos from oblique viewing cameras ». IEEE Andescon 2008 (Cuzco, Peru, Oct. 15-17. 2008)
E. Vellasques, Luiz S. Oliveira, Alceu de Souza Britto, Alessandro L. Koerich, Robert Sabourin. 2008 « Filtering segmentation cuts for digit string recognition ». Pattern Recognition vol. 41 , nº 10. p. 3044-3053

M. Barry, Éric Granger. 2007 « Comparison of ARTMAP neural networks for classification for face recognition from video ». Image Analysis and Recognition : 4th International Conference, ICIAR 2007, Montreal, Canada, August 22-24, 2007. Proceedings (Montreal, Canada, Aug. 22-24, 2007) Springer Verlag
M. Barry-Camerra, Éric Granger. 2007 « Face recognition in video using a what-and-where fusion neural network ». International Joint Conference on Neural Networks (IJCNN) (Orlando, FL, USA, Aug. 12-17, 2007) Institute of Electrical and Electronics Engineers
Ismail Ben Ayed, Amar Mitiche. 2007 « Embedding a region merging prior in level set vector-valued image segmentation ». Computer Vision – ACCV 2007. 8th Asian Conference on Computer Vision, Tokyo, Japan, November 18-22, 2007, Proceedings, Part I (Tokyo, Japan, Nov. 18-22, 2007) Springer Berlin Heidelberg
P. Cardinal, G. Boulianne, M. Comeau, M. Boisvert. 2007 « Real-time correction of closed captions ». Proceedings of the 45th Annual Meeting of the Association of Computational Linguistics (Prague, Czech Republic, June 24-29, 2007) Association for Computational Linguistics (ACL)
Nosratallah Forghani, Mohamad Forouzanfar, Elham Forouzanfar. 2007 « MRI fuzzy segmentation of brain tissue using IFCM algorithm with particle swarm optimization ». 22nd International Symposium on Computer and Information Sciences (ISCIS) (Ankara, Turkey, Nov. 07-09, 2007) IEEE Computer Society
M. Forouzanfar, H. A. Moghaddam. 2007 « A directional multiscale approach for speckle reduction in optical coherence tomography images ». International Conference on Electrical Engineering (ICEE) (Lahore, Pakistan, Apr. 11-12, 2007) IEEE Computer Society
Mohamad Forouzanfar, Hamid Abrishami Moghaddam, Maryam Dehghani. 2007 « Speckle reduction in medical ultrasound images using a new multiscale bivariate Bayesian MMSE-based method ». IEEE 15th Signal Processing and Communications Applications (SIU) (Eskisehir, Turkey, June 11-13, 2007) IEEE Computer Society
Youness Aliyari Ghassabeh, Nosratallah Forghani, Mohamad Forouzanfar, Mohammad Teshnehlab. 2007 « MRI fuzzy segmentation of brain tissue using IFCM algorithm with genetic algorithm optimization ». IEEE/ACS International Conference on Computer Systems and Applications (AICCSA) (Amman, Jordan, May 13-16, 2007) IEEE
Éric Granger, Philippe Henniges, Robert Sabourin, Luiz S. Oliveira. 2007 « Supervised learning of fuzzy ARTMAP neural networks through particle swarm optimization ». Journal of Pattern Recognition Research vol. 2 , nº 1. p. 27-60
A. G. Hochuli, A. S. Britto, A. L. Koerich. 2007 « Detection of non-conventional events on video scenes ». IEEE International Conference on Systems, Man and Cybernetics, 2007. ISIC
A. G. Hochuli, L. E. S. Oliveira, A. S. Britto, A. L. Koerich. 2007 « Detection and classification of human movements in video scenes ». Advances in Image and Video Technology. Second Pacific Rim Symposium, PSIVT 2007, 17-19 Dec. 2007 (Santiago, Chile, Dec. 17-19, 2007) Springer-Verlag
P. R. Kalva, F. Enembreck, A. L. Koerich. 2007 « WEB image classification based on the fusion of image and text classifiers ». Ninth International Conference on Document Analysis and Recognition, 2007. ICDAR 2007 (Parana, Brazil, Sept. 23-26, 2007)
Guillaume Latombe, Éric Granger, Fred A. Dilkes. 2007 « Incremental learning of stochastic grammars with graphical EM in radar electronic support ». IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (Honolulu, HI, USA, April 15-20, 2007) Institute of Electrical and Electronics Engineers
Marco Pedersoli, Jordi Gonzàlez, Bhaskar Chakraborty, Juan J. Villanueva. 2007 « Enhancing real-time human detection based on histograms of oriented gradients ». In Computer Recognition Systems 2. p. 739-746. Springer
R. Ribeiro, Alessandro Koerich L., F. Enembreck. 2007 « Reinforcement learning: adaptive agents for discovery of policies of action ». Agora. Revista de Divulgaçao Cientifica vol. 14 , nº 1. p. 9-24
R. Ribeiro, A. L. Koerich, F. Enembreck. 2007 « Noise tolerance in reinforcement learning algorithms ». IEEE/WIC/ACM International Conference on Intelligent Agent Technology, 2007. IAT '07 (Fremont, CA, USA, Nov. 2-5, 2007)
C. N. Silla, C. A. A. Kaestner, A. L. Koerich. 2007 « Automatic music genre classification using ensemble of classifiers ». IEEE International Conference on Systems, Man and Cybernetics, 2007. ISIC (Montreal, QC, Canada, Oct. 7-10, 2007)
C. N. Silla Jr., C. A. A. Kaestner, A. L. Koerich. 2007 « The latin music database: uma base de dados para a classificaçao automatica de generos musicais ». SBCM 2007 Proceedings (São Paulo, Brazil, Sept. 1-3, 2007)
M. Toews, T. Arbel. 2007 « A statistical parts-based model of anatomical variability ». IEEE Transactions on Medical Imaging vol. 26 , nº 4. p. 497-508
Matthew Toews, Tal Arbel. 2007 « Detecting and localizing 3D object classes using viewpoint invariant reference frames ». IEEE 11th International Conference on Computer Vision, 2007. ICCV 2007 (Rio de Janeiro, Brazil, Oct. 14-21, 2007) Institute of Electrical and Electronics Engineers Inc.
Matthew Toews, Tal Arbel. 2007 « Detecting, localizing and classifying visual traits from arbitrary viewpoints using probabilistic local feature modeling ». Analysis and modeling of faces and gestures : Third International Workshop, AMFG 2007 Rio de Janeiro, Brazil, October 20, 2007 Proceedings (Rio de Janeiro, Brazil, Oct. 20, 2007) Springer Berlin Heidelberg
J. D. Valle, L. E. S. Oliveira, A. L. Koerich, A. S. Britto. 2007 « People counting in low density video sequences ». Advances in Image and Video Technology : Second Pacific Rim Symposium, PSIVT 2007 Santiago, Chile, December 17-19, 2007 Proceedings (Santiago, Chile, Dec. 17-19, 2007) Springer Berlin Heidelberg
L. E. S. de Oliveira, A. S Britto Jr., A. L. Koerich. 2007-10 « Computational process for wood image analysis ». Brevet brésilien PI0704329-5.

Ismail Ben Ayed, Nacera Hennane, Amar Mitiche. 2006 « Unsupervised variational image segmentation/classification using a weibull observation model ». IEEE Transactions on Image Processing vol. 15 , nº 11. p. 3431-3439
Ismail Ben Ayed, Amar Mitiche. 2006 « A partition constrained minimization scheme for efficient multiphase level set image segmentation ». 2006 IEEE International Conference on Image Processing (Atlanta, GA, USA, Oct. 8-11, 2006) IEEE
Ismail Ben Ayed, Amar Mitiche, Ziad Belhadj. 2006 « Polarimetric image segmentation via maximum-likelihood approximation and efficient multiphase level-sets ». IEEE Transactions on Pattern Analysis and Machine Intelligence vol. 28 , nº 9. p. 1493-1500
Ismail Ben Ayed, Amar Mitiche, Ziad Belhadj. 2006 « Variational unsupervised classification of polarimetric images ». IEEE International Conference on Geoscience and Remote Sensing Symposium, 2006. IGARSS 2006 (Denver, CO, USA, July 31-Aug. 4, 2006) IEEE
Ismail Ben Ayed, Amar Mitiche, Ziad Belhadj. 2006 « Variational unsupervised segmentation of multi-look complex polarimetric images using a wishart observation model ». 2006 IEEE International Conference on Image Processing (Atlanta, GA, USA, Oct. 8-11, 2006) IEEE
G. Boulianne, J.-F. Beaumont, M. Boisvert, J. Brousseau, P. Cardinal, C. Chapdelaine, M. Comeau, P. Ouellet, F. Osterrath. 2006 « Computer-assisted closed-captioning of live TV broadcasts in French ». INTERSPEECH 2006 : ICSLP ; Proceedings of the Ninth International Conference on Spoken Language Processing (Pittsburgh, PA, USA, Sept. 17-21, 2006) International Speech and Communication Association
Patrick Cardinal. 2006 « E-Inclusion core speech forward-backward algorithm ». Centre de recherche informatique de Montréal. 6 p.
P. Cavalin, L. S. Oliveira, A. L. Koerich, A. S. Britto. 2006 « Wood defect detection using grayscale images and an optimized feature set ». IECON 2006 - 32nd Annual Conference on IEEE Industrial Electronics (Paris, France, Nov. 6-10, 2006)
D. A. Corso, R. H. P. Almeida, A. S. Britto Jr., A. L. Koerich, L. E. S. Oliveira. 2006 « Utilizando momentos invariantes para o reconhecimento de padrões em um sistema de visão computacional ». Communication lors de la conférence : XV Encontro Anual de Iniciação Científica (EAIC) (Ponta Grossa, Brasil, Aug. 22-25, 2006)
D. A. Corso, R. H. P. Almeida, A. S. Britto Jr., A. L. Koerich, L. E. S. Oliveira. 2006 « Visão computacional: sistemas de visão aplicados a inspeção industrial ». Communication lors de la conférence : XV Encontro Anual de Iniciação Científica (EAIC) (Ponta Grossa, Brasil, Aug. 22-25, 2006)
Éric Granger, P. Henniges, L.S. Oliveira, Robert Sabourin. 2006 « Particle swarm optimization of fuzzy ARTMAP parameters ». International Joint Conference on Neural Networks (IJCNN) (Vancouver, Canada, Jul. 16-21, 2006) Institute of Electrical and Electronics Engineers
Philippe Henniges, Éric Granger, Robert Sabourin, Luiz S. Oliveira. 2006 « Impact of fuzzy ARTMAP match tracking strategies on the recognition of handwritten digits ». Smart systems engineering : infra-structure systems engineering, bio-informatics and computational biology and evolutionary computation : proceedings of the Artificial Neural Networks in Engineering Conference (ANNIE 2006) (Saint-Louis, MO, USA, Nov. 5-8, 2006) ASME
Alessandro L. Koerich, Alceu S. Britto Jr, Luiz E. S. Oliveira, Robert Sabourin. 2006 « Fusing high- and low level features for handwritten word recognition ». 10th International Workshop on Frontiers in Handwriting Recognition (IWFHR) (La Baule, France, Oct. 23-26, 2006)
Guillaume Latombe, Éric Granger, Fred A. Dilkes. 2006 « Fast incremental techniques for learning production rule probabilities in radar electronic support ». IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (Toulouse, France, May 14-19, 2006) Institute of Electrical and Electronics Engineers
Guillaume Latombe, Éric Granger, Fred A. Dilkes. 2006 « Maximum likelihood and the graphical em algorithm ». Canadian Conference on Electrical and Computer Engineering (CCECE) (Ottawa, ON, Canada, May 7-10, 2006) Institute of Electrical and Electronics Engineers
Richardson Ribeiro, Fabrício Enembreck, Alessandro L. Koerich. 2006 « A hybrid learning strategy for discovery of policies of action ». Advances in Artificial Intelligence - IBERAMIA-SBIA 2006 : 2nd International Joint Conference, 10th Ibero-American Conference on AI, 18th Brazilian AI Symposium, Ribeirão Preto, Brazil, October 23-27, 2006. Proceedings (Ribeirão Preto, Brazil, Oct. 23-27, 2006) Springer Berlin Heidelberg
Richardson Ribeiro, Alessandro L. Koerich, Fabrício Enembreck. 2006 « Uma nova metodologia para avaliaçao da performance de algoritmos baseados em aprendizagem por reforço ». Anais do XXVI Congresso da SBC. SEMISH XXXIII Seminário Integrado de Software e Hardware (Campo Grande, Brasil, July 14-20, 2006)
Frank Riggi, Matthew Toews, Tal Arbel. 2006 « Fundamental matrix estimation via TIP - Transfer of Invariant Parameters ». 18th International Conference on Pattern Recognition, 2006. ICPR 2006 (Hong Kong, China, Aug. 20-24, 2006) Institute of Electrical and Electronics Engineers Inc.
Dominique Rivard, Éric Granger, Robert Sabourin. 2006 « Feature selection techniques for classification of satellite images with fuzzy ARTMAP neural networks ». Intelligent Engineering Systems through Artificial Neural Networks (Saint-Louis, MO, USA, Nov. 5-8, 2006) ASME
C. N. Silla, C. A. A. Kaestner, Alessandro L. Koerich. 2006 « Automatic genre classification of Latin music using ensemble of classifiers ». Anais do XXVI Congresso da SBC. SEMISH XXXIII Seminário Integrado de Software e Hardware (Campo Grande, Brazil, July 14-20, 2006)
Carlos N. Jr. Silla, Celso A A. Kaestner, Alessandro L. Koerich. 2006 « Time-space ensemble strategies for automatic music genre classification ». Advances in Artificial Intelligence - IBERAMIA-SBIA 2006 : 2nd International Joint Conference, 10th Ibero-American Conference on AI, 18th Brazilian AI Symposium, Ribeirão Preto, Brazil, October 23-27, 2006. Proceedings (Ribeirão Preto, Brazil, Oct. 23-27, 2006) Springer Berlin Heidelberg
T. E. Szczepanik, G. M. Rocha, A. L. Koerich. 2006 « Classificação de objetos de interesse em vídeo digital ». Communication lors de la conférence : XIV Seminário de Iniciação Científica & VIII Mostra de Pesquisa da PUCPR (Curitiba, Brasil, Oct., 2006)
Matthew Toews, Tal Arbel. 2006 « Detection over viewpoint via the object class invariant ». 18th International Conference on Pattern Recognition, 2006. ICPR 2006 (Hong Kong, China, Aug. 20-24, 2006) Institute of Electrical and Electronics Engineers Inc.
Matthew Toews, D. Louis Collins, Tal Arbel. 2006 « A statistical parts-based appearance model of inter-subject variability ». Medical Image Computing and Computer-Assisted Intervention – MICCAI 2006. 9th International Conference, Copenhagen, Denmark, October 1-6, 2006, Proceedings, Part I (Copenhagen, Denmark, Oct. 1-6, 2006)
E. Vellasques, L.S. Oliveira, A. S. Britto Jr, A. L. Koerich, Robert Sabourin. 2006 « Modeling segmentation cuts using support vector machines ». 10th International Workshop on Frontiers in Handwriting Recognition (IWFHR) (La Baule, France, Oct. 23-26, 2006)
M. Y. Yee, A. L. Koerich. 2006 « Reconhecimento de texto em vídeo digital ». Communication lors de la conférence : XIV Seminário de Iniciação Científica & VIII Mostra de Pesquisa da PUCPR (Curitiba, Brasil, Oct., 2006)
L. E. S. de Oliveira, A. S. Britto Jr., A. L. Koerich. 2006-03 « A method to inspect containers ». Brevet brésilien PI0600752-0.
B. C. de Paula, F. Enembreck, A. L. Koerich. 2006 « Agente inteligente para jogos de estrategia baseados em turnos : uma abordagem utilizando planejamiento baseado em casos ». Digital Proceedings of the V Brazilian Symposium on Computer Games and Digital Entertainment (Recife, Brazil, Nov. 8-10, 2006)

Ismail Ben Ayed, Amar Mitiche, Ziad Belhadj. 2005 « Level set curve evolution partitioning of polarimetric images ». IEEE International Conference on Image Processing, 2005. ICIP 2005 (Genoa, Italy, Sept. 11-14, 2005) IEEE
Ismail Ben Ayed, Amar Mitiche, Ziad Belhadj. 2005 « Multiregion level-set partitioning of synthetic aperture radar images ». IEEE Transactions on Pattern Analysis and Machine Intelligence vol. 27 , nº 5. p. 793-800
Patrick Cardinal, Gilles Boulianne, Michel Comeau. 2005 « Segmentation of recordings based on partial transcriptions ». Proceedings of the 9th European Conference on Speech Communication and Technology (Interspeech'2005-Eurospeech) (Lisbon, Portugal, Sept. 4-8, 2005) International Speech and Communication Association
Philippe Henniges, Éric Granger, Robert Sabourin. 2005 « Factors of overtraining with fuzzy ARTMAP neural networks ». IEEE International Joint Conference on Neural Networks (IJCNN) (Montreal, Canada, Jul. 31-Aug. 4, 2005) Institute of Electrical and Electronics Engineers
A. L. Koerich, P. R. Kalva. 2005 « Unconstrained handwritten character recognition using metaclasses of characters ». IEEE International Conference on Image Processing, 2005. ICIP 2005 (Genoa, Italy, Sept. 11-14, 2005)
A. L. Koerich, C. Poitevin. 2005 « Combination of homogeneous classifiers for musical genre classification ». 2005 IEEE International Conference on Systems, Man and Cybernetics (Waikoloa, HI, USA, Oct. 10-12, 2005)
Alessandro L. Koerich, Robert Sabourin, Ching Y. Suen. 2005 « Recognition and verification of unconstrained handwritten words ». IEEE Transactions on Pattern Analysis and Machine Intelligence vol. 27 , nº 10. p. 1509-1522
R. Nagornni Jr., A. L. Koerich. 2005 « Localização e segmentação de texto em vídeo digital ». XIII Seminário de Iniciação Científica e VII Mostra de Pesquisa (Curitiba, Brasil, Nov., 2005)
G. M. Rocha, T. E. Szczepanik, A. L. Koerich. 2005 « Detecção e segmentação de objetos de interesse em vídeo digital ». XIII Seminário de Iniciação Científica e VII Mostra de Pesquisa (Curitiba, Brasil, Nov., 2005)
C. N. Silla Jr., C. A. Kaestner, A. L. Koerich. 2005 « Classificação automática de gêneros musicais utilizando métodos de bagging e boosting ». 10th Brazilian Symposium on Computer Music (SBCM) (Belo Horizonte, Brasil, Oct. 3-5, 2005)
Matthew Toews, Louis D. Collins, Tal Arbel. 2005 « Maximum a posteriori local histogram estimation for image registration ». Medical Image Computing and Computer-Assisted Intervention - MICCAI 2005 : 8th International Conference, Palm Springs, CA, USA, October 26-29, 2005, Proceedings, Part II (Palm Springs, CA, USA, Oct. 26-29, 2005) Springer Berlin Heidelberg

Ismail Ben Ayed, Carlos Vázquez, Amar Mitiche, Ziad Belhadj. 2004 « SAR image segmentation with active contours and level sets ». 2004 International Conference on Image Processing, 2004. ICIP '04 (Singapore, Singapore, Oct. 24-27, 2004) IEEE
C. H. L. Costa, A. L. Koerich. 2004 « Busca e recuperação automática de áudio digital baseada na análise do conteúdo ». Communication lors de la conférence : XII Seminário de Iniciação Científica e VI Mostra de Pesquisa (Curitiba, Brasil, Nov., 2004)
C. H. L. Costa, J. D. Valle, A. L. Koerich. 2004 « Automatic classification of audio data ». 2004 IEEE International Conference on Systems, Man and Cybernetics (The Hague, Netherlands, Oct. 10-13, 2004)
Éric Granger, S. Catudal, M. Grou, M. Mbaye, Y. Savia. 2004 « On current strategies for hardware acceleration of digital image restoration filters ». Communication lors de la conférence : 2004 WSEAS International Conference on Signal, Speech and Image Processing (ICOSSIP) (Izmir, Turkey, Sept. 12-16, 2004)
Éric Granger, Serge Catudal, Robert Grou, Mame Maria Mbaye, Yvon Savaria. 2004 « On current strategies for hardware acceleration of digital image restoration filters ». WSEAS Transactions on Electronics vol. 1 , nº 3. p. 551-557
A. L. Koerich. 2004 « Rejection strategies for handwritten word recognition ». Ninth International Workshop on Frontiers in Handwriting Recognition, 2004. IWFHR-9 2004 (Tokyo, Japan, Oct. 26-29, 2004)
Alessandro L. Koerich, Robert Sabourin, Ching Y. Suen. 2004 « Fast two-level HMM decoding algorithm for large vocabulary handwriting recognition ». Ninth International Workshop on Frontiers in Handwriting Recognition (IWFHR-9) (Tokyo, Japan, Oct. 26-29, 2004) Institute of electrical and Electronics Engineers Computer Society
Alessandro L. Koerich. 2004 « Reconhecimento de palavras manuscritas usando modelos de Markov ». IEEE Latin America Transactions vol. 2 , nº 2. p. 132-141
P. Maupin, Éric Granger, Tony Wong, Robert Sabourin. 2004 « A review of situation recognition models and systems ». Communication lors de la conférence : The 24th Army Science Conference (ASC 2004) (Orlando, FL, USA, Nov. 29-Dec. 2, 2004)
Matthew Toews. 2004 « Entropy-of-likelihood feature point selection for image correspondence ». Mémoire de maîtrise. Montreal, QC, Canada, McGill University.
J. D. Valle Jr., A. L. Koerich. 2004 « Técnicas de pré-processamento e extração de características de áudio para a classificação de gêneros musicais ». XII Seminário de Iniciação Científica e VI Mostra de Pesquisa (Curitiba, Brasil, Nov., 2004)
Carlos Vázquez, Amar Mitiche, Ismail Ben Ayed. 2004 « Image segmentation as regularized clustering: a fully global curve evolution method ». 2004 International Conference on Image Processing, 2004. ICIP '04 (Singapore, Singapore, Oct. 24-27, 2004) IEEE

Gilles Boulianne, Jean-François Beaumont, Patrick Cardinal, Michel Comeau, Pierre Ouellet, Pierre Dumouchel. 2003 « Automatic segmentation of film dialogues into phonemes and graphemes ». Proceedings of the 8th European Conference on Speech Communication and Technology (Eurospeech 2003) (Geneva, Switzerland, Sept. 1-4, 2003) International Speech and Communication Association
Julie Brousseau, Jean-François Beaumont, Gilles Boulianne, Patrick Cardinal, Claude Chapdelaine, Michel Comeau, Frédéric Osterrath, Pierre Ouellet. 2003 « Automated closed-captioning of live TV broadcast news in French ». Proceedings of the 8th European Conference on Speech Communication and Technology (Eurospeech 2003) (Geneva, Switzerland, Sept. 1-4, 2003) International Speech and Communication Association
Patrick Cardinal. 2003 « Finite-state transducers and speech recognition ». Mémoire de maîtrise. McGill University.
Eric Granger, Yvon Savaria, Pierre Lavoie. 2003 « A pattern reordering approach based on ambiguity detection for online category learning ». IEEE Transactions on Pattern Analysis and Machine Intelligence vol. 25 , nº 4. p. 524-528
A. L. Koerich. 2003 « Improving classification performance using metaclasses ». IEEE International Conference on Systems, Man and Cybernetics, 2003 (Washington, DC, USA, Oct. 5-8, 2003)
A. L. Koerich. 2003 « Unconstrained handwritten character recognition using different classification strategies ». IAPR - TC3 International Workshop on Artificial Neural Networks in Pattern Recognition (Florence, Italy, Sept. 12-13, 2003)
A. L. Koerich. 2003 « Verification of handwritten words at character level ». Proceedings of the fifth IASTED International Conference on Signal and Image Processing, August 13-15, 2003, Honolulu, Hawaii, USA (Honolulu, HI, USA, Aug. 13-15, 2003) ACTA Press
Alessandro L. Koerich, Robert Sabourin, C. Y. Suen. 2003 « Large vocabulary off-line handwriting recognition : a survey ». Pattern Analysis and Applications vol. 6 , nº 2. p. 97-121
Alessandro L. Koerich, Robert Sabourin, Ching Y. Suen. 2003 « Lexicon-driven HMM decoding for large vocabulary handwriting recognition with multiple character models ». International Journal on Document Analysis and Recognition vol. 6 , nº 2. p. 126-144
M. Toews, T. Arbel. 2003 « Entropy-of-likelihood feature selection for image correspondence ». Ninth IEEE International Conference on Computer Vision, 2003. Proceedings (Nice, France, Oct. 13-16, 2003) Institute of Electrical and Electronics Engineers Inc.

A. L. Koerich, Yann Leydier, Robert Sabourin, Ching Y. Suen. 2002 « Système hybride de reconnaissance de mots manuscrits sur un grand vocabulaire utilisant des réseaux neuronaux et des modèles de Markov cachés ». CIFED '2002 : colloque international francophone sur l'écrit et le document : Hammamet, 21-23 octobre 2002 (Hammamet, Tunisie, 21-23 oct. 2002) INRIA
Alessandro L. Koerich. 2002 « Large vocabulary off-line handwriting recognition ». Thèse de doctorat. Montreal, QC, Canada, École de technologie supérieure.
Alessandro L. Koerich, Yann Leydier, Robert Sabourin, Ching Y. Suen. 2002 « A hybrid large vocabulary handwritten word recognition system using neural networks with hidden Markov models ». 8th International Workshop on Frontiers in Handwriting Recognition (IWFHR) (Ontario, Canada, Aug. 6-8, 2002) Institute of Electrical and Electronics Engineers Computer Society
Alessandro L. Koerich, Robert Sabourin, Ching Y. Suen. 2002 « Fast two-level Viterbi search algorithm for unconstrained handwriting recognition ». IEEE International Conference on Acoustics, Speech and Signal Processing (Orlando, FL, USA, May 13-17, 2002) Institute of Electrical and Electronics Engineers
N. Smaili, P. Cardinal, G. Boulianne, P. Dumouchel. 2002 « Disambiguation of finite-state transducers ». Proceedings of the 19th International Conference on Computational Linguistics (COLING2002) (Taipei, Taiwan, Aug. 26-30, 2002) Association for Computational Linguistics (ACL)

Eric Granger, Mark A. Rubin, Stephen Grossberg, Pierre Lavoie. 2001 « A What-and-Where fusion neural network for recognition and tracking of multiple radar emitters ». Neural Networks vol. 14 , nº 3. p. 325-344
Eric Granger, Mark A. Rubin, Stephen Grossberg, Pierre Lavoie. 2001 « Radar ESM with a what-and-where fusion neural network ». Neural Networks for Signal Processing XI : Proceedings of the 2001 IEEE Signal Processing Society Workshop (North Falmouth, MA, USA, Sept. 10-12, 2001) IEEE
Alessandro L. Koerich, Robert Sabourin, Ching Y. Suen. 2001 « A distributed scheme for lexicon-driven handwritten word recognition and its application to large vocabulary problems ». 6th International Conference on Document Analysis and Recognition (Seattle, WA, USA, Sept. 10-13, 2001) Institute of Electrical and Electronics Engineers Computer Society
Alessandro L. Koerich, Robert Sabourin, Ching Y. Suen. 2001 « A time-length constrained level building algorithm for large vocabulary handwritten word recognition ». Second International Conference on Advances in Pattern Recognition (Rio de Janeiro, Brazil, March 11-14, 2001) Springer-Verlag
Alessandro Koerich L., L. L. Lee. 2001 « Processamento automático de cheques bancários: Armazenamento e recuperação de informações ». Revista Controle & Automaçäo vol. 12 , nº 1. p. 52-63

M.-A. Cantin, Y. Blaquière, Y. Savaria, P. Lavoie, E. Granger. 2000 « Effets de quantification sur l'implantation digital du réseau de neurone Fuzzy ». Affiche présentée lors de la conférence : Congrès de l'ACFAS (Montreal, QC, Canada, 15-19 mai 2000)
M.-A. Cantin, Y. Savaria, Y. Blaquière, E. Granger, P. Lavoie. 2000 « Analysis of quantization effects in a digital hardware implementation of a fuzzy ART neural network algorithm ». ISCAS 2000 Geneva : proceedings of the 2000 IEEE International Symposium on Circuits and Systems (Geneva, Switzerland, May 28-31, 2000) IEEE
E. Granger, M. A. Rubin, S. Grossberg, P. Lavoie. 2000 « Classification of incomplete data using the fuzzy ARTMAP neural network ». Neural computing: new challenges and perspectives for the new millennium : proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks, IJCNN 2000, Como, Italy, 24 - 27 July 2000 IEEE Computer Society
A. L. Koerich, R. Sabourin, C. Y. Suen, A. El-Yacoubi. 2000 « A syntax directed level building algorithm for large vocabulary handwritten word recognition ». Fourth IAPR International Workshop on Document Analysis Systems, (DAS 2000) (Rio de Janeiro, Brazil, 10-13 December 2000)
Y. Savaria, Y. Blaquière, M.-A. Cantin, E. Granger, P. Poiré, H. Daniel. 2000 « Implementations of the fuzzy ART neural networks on three different plaforms for fast clustering of radar pulses ». Affiche présentée lors de la conférence : GRIAO - Research review (1998)

M.-A. Cantin, E. Granger, Y. Savaria, Y. Blaquière, P. Lavoie. 1999 « Four implementations of the fuzzy ART neural network for high data throughput applications ». Proceedings of the third International Conference on Cognitive and Neural Systems (ICCNS'99) (Boston, MA, USA, May 26-29, 1999)
Eric Granger, Stephen Grossberg, Pierre Lavoie, Mark A. Rubin. 1999 « A comparison of classifiers for radar emitter type identification ». Smart engineering system design: neural networks, fuzzy logic, evolutionary programming, data mining and complex systems : proceedings of the Artificial Neural Networks in Engineering Conference (ANNIE '99) (St-Louis, MO, USA, Nov. 7-10, 1999) ASME Press
Eric Granger, Stephen Grossberg, Mark A. Rubin, William W. Streilein. 1999 « Familiarity discrimination of radar pulses ». Advances in neural information processing systems 11 : proceedings of the 1998 conference (Denver, CO, USA, Nov. 30-Dec. 5, 1998) MIT Press
A. L. Koerich, L. L. Lee. 1999 « A novel approach for automatic extracting the user-entered data from bankchecks ». Document analysis systems : theory and practice ; third IAPR workshop ; selected papers (Nagano, Japan, Oct., 1998)
A. L. Koerich, L. L. Lee. 1999 « Automatic storage, retrieval and visualization of bank check images ». Proceedings of the Fifth International Conference on Document Analysis and Recognition, 1999. ICDAR '99 (Bangalore, India, Sept. 20-22, 1999) IEEE

M.-A. Cantin, Y. Blaquière, Y. Savaria, E. Granger, P. Lavoie. 1998 « Implementation of the fuzzy ART neural network for fast clustering of radar pulses ». Proceedings of the 1998 International Symposium on Circuits and Systems (ISCAS'98) (Monterey, CA, USA, May 31-June 3, 1998) IEEE
M.-A. Cantin, Y. Savaria, Y. Blaquière, P. Lavoie, E. Granger, P. Poiré, et al.. 1998 « Implementations of the fuzzy ART neural networks on three different platforms for fast clustering of radar pulses ». Affiche présentée lors de la conférence : TEXPO, Symposium on Microelectronics Research & Development in Canada ()
Eric Granger, Yvon Savaria, Pierre Lavoie, Marc-André Cantin. 1998 « A comparison of self-organizing neural networks for fast clustering of radar pulses ». Signal Processing vol. 64 , nº 3. p. 249-269
A. L. Koerich, L. L. Lee. 1998-04 « A method and system for automatic extraction of filled-in Information from bankchecks ». Brevet brésilien PI9801896-5.
A. L. Koerich, L. L. Lee. 1998 « A system for automatic extraction of the user-entered data from bankchecks ». Proceedings SIBGRAPI'98. International Symposium on Computer Graphics, Image Processing, and Vision (Rio de Janeiro, Brazil, Jan. 20-23, 1998) IEEE

E. Granger, Y. Savaria, Y. Blaquière, M.-A. Cantin, P. Lavoie. 1997 « A VLSI architecture for fast clustering with the fuzzy ART neural network ». Journal of Microelectronic Systems Integration vol. 5 , nº 1. p. 3-18
A. L. Koerich, Ling Lee Luan. 1997 « Automatic extraction of filled information from bankchecks ». 1997 IEEE International Conference on Systems, Man, and Cybernetics, 1997. Computational Cybernetics and Simulation (Orlando, FL, USA, Oct. 12-15, 1997)
A. L. Koerich, Ling Lee Luan. 1997 « Compression of bank cheque images based on layout knowledge ». 1997 IEEE International Conference on Acoustics, Speech, and Signal Processing, 1997. ICASSP-97 (Munich, Germany, Apr. 21-24, 1997)
A. L. Koerich, L. L. Lee. 1997 « A methods for bankchecks image storage based on layout knowledge ». XV Brazilian Symposium of Telecommunications (SBT'97) (Recife, Brazil, Sept. 8-11, 1997)
Alessandro L. Koerich, Luan Ling Lee. 1997 « Automatic extraction of filled-in information from bankchecks based on prior knowledge about layout structure ». Advances in Document Image Analysis. First Brazilian Symposium, BSDIA'97 Curitiba, Brazil, November 2–5, 1997 Proceedings (Curitiba, Brazil, Nov. 2-5, 1997) Springer Berlin Heidelberg
Alessandro Koerich L.. 1997 « A proposal for bank cheques images processing: information extraction and storage ». Mémoire de maîtrise. Brazil, School of Electrical and Computer Engineering, University of Campinas, Brazil.
L. L. Lee, M. E. Lizarraga, N. R. Gomes, Alessandro Koerich L.. 1997 « A prototype for Brazilian bankcheck recognition in automatic bankcheck processing ». In Automatic bankcheck processing vol. 28. p. 87-108. World Scientific Publishing
Luan L. Lee, Miguel G. Lizarraga, Natanael R. Gomes, Alessandro Koerich L.. 1997 « A prototype for Brazilian bankcheck recognition ». International Journal of Pattern Recognition and Artificial Intelligence vol. 11 , nº 4. p. 549-569

E. Granger, Y. Blaquière, Y. Savaria, M.-A. Cantin, P. Lavoie. 1996 « A VLSI architecture for fast clustering with the fuzzy ART neural networks ». Proceedings of the International Workshop on Neural Networks for Identification, Control, Robotics and Signal/Image Processing (NICROSP'96) (Venice, Italy, Aug. 21-23, 1996) IEEE

C. Galup-Montoro, M. C. Schneider, A. L. Koerich, R. L. O. Pinto. 1994 « MOSFET threshold extraction from voltage-only measurements ». Electronics Letters vol. 30 , nº 17. p. 1458-1459
A. L. Koerich, M. C. Scheneider. 1994 « A new approach for MOSFET features extraction ». Communication lors de la conférence : X South Brazilian Conference of Science and Technology (Blumenau, Brazil, Nov., 1994)
A. L. Koerich, M. C. Scheneider. 1994 « A new approach for MOSFET features extraction ». Communication lors de la conférence : IV State Conference of Science (Florianópolis, Brazil, Aug., 1994)
A. L. Koerich, M. C. Scheneider. 1994 « Compound transistors for high gain and high frequency applications ». Communication lors de la conférence : X South Brazilian Conference of Science and Technology (Blumenau, Brazil, Nov., 1994)
A. L. Koerich, M. C. Scheneider. 1994 « MOSFET features extraction ». Communication lors de la conférence : X Brazilian Conference of Science and Technology (São Carlos, Brazil, Dec., 1994)
A. L. Koerich, M. C. Scheneider. 1994 « Series-parallel association of FET's for high gain and high frequency applications ». Communication lors de la conférence : X Brazilian Conference of Science and Technology (São Carlos, Brazil, Dec., 1994)
M. C. Schneider, C. Galup-Montoro, A. L. Koerich, R. L. O. Pinto. 1994 « MOSFET threshold extraction from voltage-only measurements ». IX Brazilian Microelectronics Congress (SBMICRO'1994) (Rio de Janeiro, Brazil, Aug., 1994)

A. L. Koerich, H. J. Muller, R. Sander. 1993 « Dielectric constants in oxadiazol series ». 45th Meeting of Brazilian Society for the Progress of Science (SBPC) (Recife, Brazil, July, 1993)
A. L. Koerich, H. J. Muller, R. Sander. 1993 « Ferroelectrical properties of pentilcarboxi-anilina ». 45th Meeting of Brazilian Society for the Progress of Science (Recife, Brazil, July, 1993)
A. L. Koerich, M. C. Scheneider. 1993 « Application of compound transistors in analog circuits design using sea-of-transistors ». Communication lors de la conférence : IX South Brazilian Conference of Science and Technology (Santa Maria, Brazil, Nov., 1993)
A. L. Koerich, M. C. Scheneider. 1993 « Compound transistors for analog MOS integrated circuits design on digital gate-arrays ». Communication lors de la conférence : IV State Conference of Science (Florianópolis, Brazil, Aug., 1993)

Portes ouvertes

Publications

2025

2024

2023

2022

2021

2020

2019

2018

2017

2016

2015

2014

2013

2012

2011

2010

2009

2008

2007

2006

2005

2004

2003

2002

2001

2000

1999

1998

1997

1996

1994

1993