| Beyond bags of features: Spatial pyramid matching for recognizing natural scene categories S Lazebnik, C Schmid, J Ponce 2006 IEEE computer society conference on computer vision and pattern …, 2006 | 11028 | 2006 |
| Computer vision: A modern approach DA Forsyth, J Ponce Computer vision: a modern approach, 2002 | 7562 | 2002 |
| Accurate, dense, and robust multi-view stereopsis Y Furukawa, J Ponce IEEE Transactions on Pattern Analysis and Machine Intelligence (earlier …, 2009 | 4750 | 2009 |
| Online learning for matrix factorization and sparse coding. J Mairal, F Bach, J Ponce, G Sapiro Journal of Machine Learning Research 11 (1), 2010 | 3225 | 2010 |
| Online dictionary learning for sparse coding J Mairal, F Bach, J Ponce, G Sapiro Proceedings of the 26th annual international conference on machine learning …, 2009 | 2884 | 2009 |
| Non-local sparse models for image restoration J Mairal, F Bach, J Ponce, G Sapiro, A Zisserman 2009 IEEE 12th international conference on computer vision, 2272-2279, 2009 | 2225 | 2009 |
| A theoretical analysis of feature pooling in visual recognition YL Boureau, J Ponce, Y LeCun Proceedings of the 27th international conference on machine learning (ICML …, 2010 | 2122 | 2010 |
| Vicreg: Variance-invariance-covariance regularization for self-supervised learning A Bardes, J Ponce, Y LeCun ICLR, 2022 | 1641 | 2022 |
| A sparse texture representation using local affine regions S Lazebnik, C Schmid, J Ponce IEEE transactions on pattern analysis and machine intelligence 27 (8), 1265-1278, 2005 | 1536 | 2005 |
| Learning mid-level features for recognition YL Boureau, F Bach, Y LeCun, J Ponce 2010 IEEE computer society conference on computer vision and pattern …, 2010 | 1483 | 2010 |
| Supervised dictionary learning J Mairal, J Ponce, G Sapiro, A Zisserman, F Bach Advances in neural information processing systems 21, 2008 | 1471 | 2008 |
| Learning a convolutional neural network for non-uniform motion blur removal J Sun, W Cao, Z Xu, J Ponce Proceedings of the IEEE conference on computer vision and pattern …, 2015 | 1185 | 2015 |
| Task-driven dictionary learning J Mairal, F Bach, J Ponce IEEE transactions on pattern analysis and machine intelligence 34 (4), 791-804, 2011 | 1076 | 2011 |
| Discriminative learned dictionaries for local image analysis J Mairal, F Bach, J Ponce, G Sapiro, A Zisserman 2008 IEEE conference on computer vision and pattern recognition, 1-8, 2008 | 998 | 2008 |
| Non-uniform deblurring for shaken images O Whyte, J Sivic, A Zisserman, J Ponce International journal of computer vision 98 (2), 168-186, 2012 | 939 | 2012 |
| Sparse modeling for image and vision processing J Mairal, F Bach, J Ponce Foundations and trends in computer graphics and vision 8 (2-3), 85-283, 2014 | 631 | 2014 |
| A tensor-based algorithm for high-order graph matching O Duchenne, F Bach, IS Kweon, J Ponce IEEE transactions on pattern analysis and machine intelligence 33 (12), 2383 …, 2011 | 607 | 2011 |
| 3d object modeling and recognition using local affine-invariant image descriptors and multi-view spatial constraints F Rothganger, S Lazebnik, C Schmid, J Ponce International journal of computer vision 66 (3), 231-259, 2006 | 591 | 2006 |
| Discriminative clustering for image co-segmentation A Joulin, F Bach, J Ponce 2010 IEEE Computer Society Conference on Computer Vision and Pattern …, 2010 | 590 | 2010 |
| General road detection from a single image H Kong, JY Audibert, J Ponce IEEE Transactions on Image Processing 19 (8), 2211-2220, 2010 | 556 | 2010 |
Cordelia SchmidResearch director INRIA Verified email at inria.fr
