Mohammed Jabi, Marco Pedersoli, Amar Mitiche, Ismail Ben Ayed.
2020.
« Deep clustering: On the link between discriminative models and K-means ».
IEEE Transactions on Pattern Analysis and Machine Intelligence.
(In press)
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.
Sherif Abuelwafa, Marco Pedersoli, Mohamed Cheriet.
2019.
« Unsupervised exemplar-based learning for improved document image classification ».
IEEE Access.
vol. 7
p. 133738-133748.
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.
17 p.
p. 115-131.
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.
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, 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.
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, 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.
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.
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)
p. 323-331.
Cham, Switzerland : Springer International Publishing.
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)
p. 611-615.
ACM.
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)
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)
p. 1251-1259.
IEEE.
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.
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)
p. 1081-1089.
IEEE Computer Society.
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)
p. 2578-2586.
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)
p. 395-402.
Association for Computing Machinery.
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)
p. 136-144.
IEEE.
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)
p. 3662-3669.
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.
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)
p. 618-625.
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.
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)
p. 720-735.
Springer International Publishing.
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)
p. 163-170.
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)
p. 3694-3701.
IEEE Computer Society.
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)
p. 1353-1360.
IEEE Computer Society.
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)
p. 58-66.
Springer Verlag.
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)
p. 280-293.
Springer Verlag.
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)
p. 48-55.
Springer Verlag.
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)
p. 208-217.
Springer Verlag.
Amir Ghodrati, Marco Pedersoli, Tinne Tuytelaars.
2014.
« Is 2D information enough for viewpoint estimation? ».
Communication during a conference : 25th British Machine Vision Conference (BMVC) ( Nottingham, United kingdom, Sept. 01-05, 2014 )
Markus Mathias, Marco Pedersoli, Luc Van Gool, Rodrigo Benenson, Luc Van Gool.
2014.
« Face detection without bells and whistles ».
Communication during a conference : 13th European Conference on Cuomputer Vision (ECCV) ( Zurich, Switzerland, Sept. 6-12, 2014 )
Marco Pedersoli, Andrea Vedaldi, Jordi Gonzàlez.
2011.
« A coarse-to-fine approach for fast deformable object detection ».
Communication during a conference : 2011 IEEE Conference on Computer Vision and Pattern Recognition ( Colorado Springs, CO, USA, June 20-25, 2011 )
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 during a conference : The PASCAL Visual Object Classes Challenge Workshop 2010 ( Crete, Greece, Sept. 11, 2010 )
Marco Pedersoli, Jordi Gonzalez, Juan Jose Villanueva.
2009.
« High-speed human detection using a multiresolution cascade of histograms of oriented gradients ».
Communication during a conference : 4th Iberian Conference on Pattern Recognition and Image Analysis (IbPRIA) ( Povoa de Varzim, Portugal, June 10-12, 2009 )