Publications 2015

Année 2015: 
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Revues
                                                                                                                        
  1. Wong, T., Assal, S., A Multi-Neighborhood Multi-Operator Algorithm for the Uncapacitated Exam Proximity Problem, Journal on Systemics, Cybernetics and Informatics (JSCI), vol. 13, no. 5, pp. 56-61, 2015. 

     
  2. Ben Ayed I., Punithakumar K., and Li S, Distribution matching with the bhattacharyya similarity: A bound optimization framework, IEEE Transactions on Pattern Analysis and Machine Intelligence, 37(9): 1777–1791, 2015. 

     
  3. Petitjean C., Zuluaga M. A., Dacher J. N., Grosgeorge D., Caudron J., Bai W., Be Ayed I. et al., Right ventricle segmentation from cardiac MRI: A collation study, Medical Image Analysis, 19(1): 187–202, 2015. 

     
  4. Njeh I., Sallemi L., Ben Ayed I., Chtourou K., Lehericy S., Galanaud D., and Ben Hamida A., 3D multimodal MRI brain glioma tumor and edema segmentation: A graph cut distribution matching approach, Computerized Medical Imaging and Graphics, 40: 108–119, 2015. 

     
  5. Punithakumar K., Noga M., Ben Ayed I., and Boulanger P, Right ventricular segmentation in cardiac MRI with moving mesh correspondences, Computerized Medical Imaging and Graphics, 43: 15–25, 2015. 

     
  6. Mitiche A., Mathlouthi Y., and Ben Ayed I, Monocular concurrent recovery of structure and motion scene flow, Frontiers in ICT, Computer Image Analysis, 2: 1-16, 2015. 

     
  7. F. Preiswerk, M. Toews, W.S. Hoge, J.G. Chiou, W.M. Wells III, B. Madore, Hybrid Utrasound and MRI Acquisitions for High-Speed Imaging of Respiratory Organ Motion,, Medical Image Computing and Computer Assisted Intervention (MICCAI), 2015. (oral) 

     
  8. Ko, A., Jousselme, A-L., Sabourin, R. and Gagnon, F., A Dominance-based Stepwise Approach for Sensor Placement Optimization, Applied Soft Computing, Vol. 28, Issue 3,March 2015, pp. 466-482. 

     
  9. P.R.L. Almeida, L.E.S. Oliveira, A.S. Britto Jr., E.J.Silva Jr. and A.L. Koerich, PKLot - A Robust Dataset for Parking Lot Classification, Expert Systems with Applications, 42 (11) 4937-4949, 2015. 

     
  10. Cruz, M.O.R., Sabourin, R., Cavalcanti, G.D.C. and Tsang, I.R., META-DES: A Dynamic Ensemble Selection Framework using Meta-Learning, Pattern Recognition, Vol. 48, Issue 5, May 2015, pp. 1925-1935.
     

  11. Martins, J., Oliveira, L.S., Britto Jr, A.S. and Sabourin, R., Forest species recognition based on dynamic classifier selection and dissimilarity feature vector representation, Machine Vision and Applications, Vol. 26, No. 2-3, April 2015, pp. 279-293.
     

  12. De la Torre Gomora, M., Granger, E., Radtke, P. V. W., Sabourin, R. and Gorodnichy, D., Partially-Supervised Learning from Facial Trajectories for Face Recognition in Video Surveillance, Information Fusion, vol. 24, July 2015, pp. 31–53.
     

  13. De la Torre Gomora, M., Granger, E., Sabourin, R. and Gorodnichy, D., Individual-Specific Management of Reference Data in Adaptive Ensembles for Face Re-Identification, Accepted for publication in IET – Computer Vision Journal, February 2015.
     

  14. De la Torre Gomora, M., Granger, E., Sabourin, R. and Gorodnichy, D., Adaptive Skew Sensitive Ensembles for Face Recognition in Video Surveillance, Pattern Recognition, Vol 48, No 11, November 2015, pp 3385-3406.
     

  15. De la Torre Gomora, M., Granger, E., Sabourin, R. and Gorodnichy, D., An Adaptive Ensemble-Based System for Face Recognition in Person Re-Identification, Machine Vision and Applications, Vol 26, No 6, August 2015, pp 741-773.
          


Chapitres de livre  

  1. Xia Ning, Christian Desrosiers, George Karypis, Keypoint Transfer Segmentation,, US Patent App. 14/609,324, 2015. 

     
  2. Pagano, C., Granger, E., Sabourin, R., Tuveri, P., Marcialis, G.L. and Roli, F., Context-Sensitive Self-Updating for Adaptive Face Recognition, Adaptive Biometric Systems: Recent Advances and Issues by Springer, August 2015.

  3. Vellasques, E., Sabourin, R. and Granger, É., A dual-purpose memory approach for dynamic particle swarm optimization of recurrent problems, in Recent Advances in Computational Intelligence in Defense and Security, Springer, accepted for publication, June, 2015.
     

  4. Prieur, D., Granger, E., Savaria, Y. and Thibeault C., Efficient Identification of Faces in Video Streams Using Low-Power Multi-Core Devices, in Handbook of Pattern Recognition and Computer Vision, 5th Edition, World Scientific Publishing, accepted for publication, June, 2015.
     


Conférences

  1. Marco Pedersoli, Tinne Tuytelaars, Learning where to position parts in 3D, ICCV, December 2015. 

     
  2. Amir Ghodrati, Ali Diba, Marco Pedersoli, Tinne Tuytelaars, Luc Van Gool, DeepProposal: Hunting Objects by Cascading Deep Convolutional Layers, ICCV, December 2015. 

     
  3. Amir Ghodrati, Xu Jia, Marco Pedersoli, Tinne Tuytelaars, Swap Retrieval: Retrieving Images of Cats When the Query Shows a Dog, ICMR, June 2015. 

     
  4. Hakan Bilen, Marco Pedersoli, Tinne Tuytelaars, Weakly Supervised Object Detection with Convex Clustering, in CVPR, June 2015. 

     
  5. Boykov Y., Isack H., Olsson C., and Ben Ayed I., Volumetric bias in segmentation and reconstruction: Secrets and Solutions, IEEE International Conference on Computer Vision (ICCV), 1769–1777, Santiago, Chile, December 2015. 

     
  6. 5. Tang M., Ben Ayed I., Marin D., and Boykov Y., Secrets of GrabCut and kernel K-means, IEEE International Conference on Computer Vision (ICCV), 1769–1777, Santiago, Chile, December 2015. 

     
  7. Kuldeep Kumar, Christian Desrosiers, Kaleem Siddiqi, Brain fiber clustering using non-negative kernelized matching pursuit,, International Workshop on Machine Learning in Medical Imaging, 2015. 

     
  8. Christian Desrosiers, Unsupervised segmentation using dynamic superpixel random walks,, IEEE International Conference on Image Processing (ICIP), 2015. 

     
  9. L Trudeau, S Coulombe, C Desrosiers An adaptive search ordering for rate-constrained successive elimination algorithms,, IEEE International Conference on Image Processing (ICIP), 2015. 

     
  10. F M'hiri, THN Le, L Duong, C Desrosiers, M Cheriet, Hierarchical segmentation and tracking of coronary arteries in 2D x-ray angiography sequences,, IEEE International Conference on Image Processing (ICIP), 2015. 

     
  11. M Zhang, C Desrosiers, C Zhang, M Cheriet, Effective document image deblurring via gradient histogram preservation,, IEEE International Conference on Image Processing (ICIP), 2015. 

     
  12. S Karnyaczki, C Desrosiers, A sparse coding method for semi-supervised segmentation with multi-class histogram constraints,, IEEE International Conference on Image Processing (ICIP), 2015. 

     
  13. AB Belle, G El Boussaidi, C Desrosiers, S Kpodjedo, H Mili, The layered architecture recovery as a quadratic assignment problem,, European Conference on Software Architecture, 339-354, 2015. 

     
  14. LN Trudeau, S Coulombe, C Desrosiers, Method and system for rate-constrained search ordering,, Recommender systems handbook, 37-76, 2015. 

     
  15. M. Toews, C. Wachinger, R. S. J. Estepar, W.M. Wells III, A Feature-based Approach to Big Data Analysis of Medical Images,, Information Processing in Medical Imaging (IPMI), 2015. (oral) 

     
  16. C. Wachinger, M. Toews, G. Langs, W.M. Wells IIIi, P. Golland, Keypoint Transfer Segmentation,, Information Processing in Medical Imaging (IPMI), 2015. (oral) 

     
  17. P. Cardinal, N. Dehak, A.L. Koerich, J. Alam and P. Boucher, ETS System for AV+EC 2015 Challenge, AV+EC2015 Workshop, ACM Multimedia 2015, Brisbane, Australia, pp.17-23, October 2015. 

     
  18. A. Marini, A.J. Turatti, A.S. Britto Jr. and A.L. Koerich, Visual and Acoustic Identification of Bird Species, IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Brisbane, Australia, pp.2309-2313, April 2015. 

     
  19. Cardinal P, Dehak N, Zhang Y and Glass J., Speaker Adaptation Using the I-Vector Technique for Bottleneck Features, Proceedings of the 12th Annual Conference of the International Speech Communication Association (Interspeech), 2015. 

     
  20. Boutin S, Tremblay R, Cardinal P, Peters D and Dumouchel P., Audio Quotation Marks For Natural Language Understanding, Proceedings of the 12th Annual Conference of the International Speech Communication Association (Interspeech), 2015. 

     
  21. Abbasnejad M. A., Masnadi-Shiraz, M. A., "Facial Expression Recognition using Sparse Gaussian Conditional Random Fields", ICCVISP 2015: International
    Conference on Computer Vision, Image and Signal Processing, Barcelona, Spain,
    (Feb 26-27, 2015)                                                                                                                                                                                                                                                                
  22. Bashbaghi, S., Granger, E., Sabourin, R. and Bilodeau, G-A, Ensembles of Exemplar-SVMs for Video Face Recognition from a Single Sample Per Person, 12th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS), Karlsruhe, Germany, August 25-28, 2015. 

     
  23. Dewan, M.A.A., Granger, E., Sabourin, R., Marciallis, G.L. and Roli, F., “Video Face Recognition From A Single Still Image Using an Adaptive Appearance Model Tracker,“ the 2015 IEEE Symposium Series on Computational Intelligence: IEEE Symposium on Computational Intelligence in Biometrics and Identity, Cape Town, South Africa, December 8 to 10, 2015.                                                                                                                                                                                                                                                                                        
  24. Pagano, C., Granger, E., Sabourin, R., Marcialis, G.L. and Roli, F, Adaptive Classification for Person Re-Identification Driven by Change Detection, 4th International Conference on Pattern Recognition Applications and Methods (ICPRAM) 2015 , Januray 10 to 15, Lisbon, Portugal, 2015.
     

  25. Shah, A.J., Desrosiers, C. and Sabourin, R., Contextual Anomaly Detection Using Log-linear Tensor Factorization, 19th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD’2015), 19-22 May, Ho Chi Minh City, Vietnam, 2015.
     

  26. Vriesmann, L.M., Britto Jr, A.S., Oliveira, L.E.S., Koerich, A.L. and Sabourin, R., Combining Overall and Local Class Accuracies in an Oracle-based Method for Dynamic Ensemble Selection, The International Conference on Neural Networks (IJCNN'2015), Killarney, Ireland, July 12-17, 2015.
     

  27. De La Torre Gomora, M., Granger, E. and Sabourin, R., Adaptive Skew-Sensitive Fusion of Ensembles and their Application to Face Re-Identification, The International Conference on Neural Networks (IJCNN'2015), Killarney, Ireland, July 12-17, 2015.
     

  28. Hafemann, L.G., Oliveira, L.E.S., Cavalin, P. and Sabourin, R., Transferring Learning between Texture Classification Tasks using Convolutional Neural Networks, The International Conference on Neural Networks (IJCNN'2015), Killarney, Ireland, July 12-17, 2015.
     

  29. Cruz, R.M.O., Sabourin, R. and Cavalcanti, G.D.C., META-DES.H: a Dynamic Ensemble Selection Technique Using Meta-learning and a Dynamic Weighting Approach, The International Conference on Neural Networks (IJCNN'2015), Killarney, Ireland, July 12-17, 2015.
     

  30. Bassani de Freitas, M., Cavalcanti, G.D.C. and Sabourin, R., Transducer State Prediction System for Smart Environment Intelligent Control, Accepted for publication, The 4th Brazilian Conference on Intelligent Systems (BRACIS), Natal, RN, Brazil. November 4-7, 2015.
     

  31. Mokhayeri, F., Granger, E., and Bilodeau, G. A., Synthetic Face Generation Under Various Operational Conditions In Video Surveillance,The International Conference on Image Processing (ICIP) 2015, September 27 to 30, Quebec, Canada 2015.
     

  32. Chakravorty, T., Bilodeau, G. A., and Granger, E., Contextual Object Tracker With Structure Encoding,The International Conference on Image Processing (ICIP) 2015, September 27 to 30, Quebec, Canada 2015.
     

  33. Bertolini D., Oliveira L.S. and Sabourin R.,Improving Writer Identification Through Writer Selection, XX Iberoamerican Congress on Pattern Recognition (CIAPR'2015), Montevideo, Uruguay, November 9 - 12, 2015.
     


Rapports techniques

  1. Tang M., Marin D., Ben Ayed I., Boykov Y, Kernel Cuts: MRF meets Kernel & Spectral Clustering, arXiv:1506.07439. 

     
  2. Boykov Y., Isack H. N., Olsson C., Ben Ayed I. Volumetric Bias in Segmentation and Reconstruction: Secrets and Solutions, arXiv 1505.00218. 

     
  3. Cruz, Rafael MO, Robert Sabourin, and George DC Cavalcanti. "A DEEP analysis of the META-DES framework for dynamic selection of ensemble of classifiers." arXiv preprint arXiv:1509.00825 (2015).

  4. Gorodnichy, D., Granger, E., Radtke, P., Authority, C., S. and Meunier, P., Survey of commercial technologies for face recognition in video, CBSA Science and Engineering Directorate, Division Report, 2014, vol. 6.

  5. Hafemann, L.G., Sabourin, R., and Oliveira, L.E.S., Offline Handwritten Signature Verification - Literature Review, Technical Report, École de technologie supérieure, arXiv:submit/1331165 [cs.CV] 19 Aug 2015.

     
  6. Granger, E. and Gorodnichy, D., Evaluation methodology for face recognition technology in video surveillance applications, Border Technology Division, Division Report, 2014, vol. 27.

     

  7. Granger, E., Gorodnichy, D., Choy, E., Khreich, W., Radtke, P., Bergeron, J.-P. and Bissessar, D., Results from evaluation of three commercial off-the-shelf face recognition systems on Chokepoint dataset, CBSA, Tech. Rep, 2014.

     

  8. Granger, E., Radtke, P. and Gorodnichy, D., Survey of academic research and prototypes for face recognition in video, CBSA Science and Engineering Directorate, Division Report, 2014, vol. 25.

     

  9. Corriveau, G., Guilbault, R., Tahan, A. and Sabourin, R., Evaluation of Genotypic Diversity Measurements Exploited in Real-Coded Representation, Technical Report, arXiv:1507.00088v1 [cs.NE], July 2015.

          

     
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