Jean Ponce

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Cordelia SchmidResearch director INRIA Verified email at inria.fr
Francis BachInria - Ecole Normale SupérieureVerified email at inria.fr
Svetlana LazebnikUniversity of Illinois at Urbana-ChampaignVerified email at illinois.edu
Julien MairalInria - Univ. Grenoble AlpesVerified email at inria.fr
David KriegmanProfessor of Computer Science, University of California, San DiegoVerified email at eng.ucsd.edu
David ForsythProfessor of Computer Science, University of Illinois, Urbana ChampaignVerified email at uiuc.edu
Yasutaka FurukawaAssociate Professor of Computing Science at Simon Fraser UniversityVerified email at sfu.ca
martial hebertCMUVerified email at ri.cmu.edu
Andrew ZissermanUniversity of OxfordVerified email at robots.ox.ac.uk
Guillermo SapiroJames B. Duke Professor at Duke University and Senior Research Scientist, Health AI, at Apple, Inc.Verified email at duke.edu
Attawith Sudsangchulalongkorn universityVerified email at cp.eng.chula.ac.th
Minsu ChoAssociate Professor of CSE & AI, POSTECHVerified email at postech.ac.kr
Yann LeCunChief AI Scientist at Facebook & Silver Professor at the Courant Institute, New York UniversityVerified email at cs.nyu.edu
Hui KongHuiKongLabVerified email at njust.edu.cn
Y-Lan BoureauFacebook AI ResearchVerified email at fb.com
Bumsub HamYonsei UniversityVerified email at yonsei.ac.kr
Josef SivicCzech Technical University, CIIRC, ELLIS Unit PragueVerified email at cvut.cz
Fred RothgangerSandia National LabsVerified email at sandia.gov
Olivier DuchenneAdrielVerified email at ens.fr
Jian SunProfessor at Xi'an Jiaotong UniversityVerified email at mail.xjtu.edu.cn

Jean Ponce

Inria, Ecole Normale Superieure/PSL Research University

Verified email at inria.fr - Homepage

computer vision machine learning robotics


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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	9729	2006
Computer vision: A modern approach DA Forsyth, J Ponce Computer vision: a modern approach, 88-101, 2003	6197*	2003
Accurate, dense, and robust multi-view stereopsis Y Furukawa, J Ponce Computer Vision and Pattern Recognition, 2007	3410	2007
Online learning for matrix factorization and sparse coding. J Mairal, F Bach, J Ponce, G Sapiro Journal of Machine Learning Research 11 (1), 2010	2746	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	2258	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	1723	2009
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	1322	2005
Supervised dictionary learning J Mairal, F Bach, J Ponce, G Sapiro, A Zisserman arXiv preprint arXiv:0809.3083, 2008	1305	2008
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	1290	2010
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	1278	2010
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	943	2008
Task-driven dictionary learning J Mairal, F Bach, J Ponce IEEE transactions on pattern analysis and machine intelligence 34 (4), 791-804, 2011	917	2011
Non-uniform deblurring for shaken images O Whyte, J Sivic, A Zisserman, J Ponce International journal of computer vision 98 (2), 168-186, 2012	692	2012
Discriminative clustering for image co-segmentation A Joulin, F Bach, J Ponce 2010 IEEE Computer Society Conference on Computer Vision and Pattern …, 2010	523	2010
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	516	2011
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	499	2015
Sparse modeling for image and vision processing J Mairal, F Bach, J Ponce arXiv preprint arXiv:1411.3230, 2014	492	2014
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	475	2006
General road detection from a single image H Kong, JY Audibert, J Ponce IEEE Transactions on Image Processing 19 (8), 2211-2220, 2010	451	2010
Describing surfaces M Brady, J Ponce, A Yuille, H Asada Computer Vision, Graphics, and Image Processing 32 (1), 1-28, 1985	420	1985

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