Guillermo Sapiro

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Marcelo BertalmíoSenior Research Scientist, Spanish National Research Council (CSIC)Verified email at csic.es
Christophe LengletUniversity of MinnesotaVerified email at umn.edu
Qiang QiuPurdue UniversityVerified email at purdue.edu
Allen TannenbaumDistinguished Professor, Computer Science/Applied Mathematics, Stony Brook UniversityVerified email at stonybrook.edu
Ron KimmelProf. of CS (& ECE) Technion, CSO of Lumana, IsraelVerified email at cs.technion.ac.il
Noam HarelUniversity of Minnesota Center for Magnetic Resonance ResearchVerified email at cmrr.umn.edu
Lawrence CarinDuke UniversityVerified email at duke.edu
Geraldine DawsonWilliam Cleland Distinguished Professor and Founding Director, Duke Center for AutismVerified email at duke.edu
Julien MairalInria - Univ. Grenoble AlpesVerified email at inria.fr
Pablo SprechmannResearch Scientist at Google DeepMindVerified email at google.com
Iman AganjAssistant Professor of Radiology, Massachusetts General Hospital, Harvard Medical SchoolVerified email at mgh.harvard.edu
Alex BronsteinDan Broida Academic Chair, Schmidt Chair of AI, CS@TechnionVerified email at technion.ac.il
Alberto Bartesaghi, PhDDuke UniversityVerified email at duke.edu
Kimberly L.H. CarpenterDuke UniversityVerified email at duke.edu
Francis BachInria - Ecole Normale SupérieureVerified email at inria.fr
Essa YacoubUniversity of MinnesotaVerified email at umn.edu
S osherVerified email at math.ucla.edu
Coloma BallesterUniversitat Pompeu Fabra, Department of Information and Communication TechnologiesVerified email at upf.edu
Jean PonceEcole Normale Superieure/PSL Research UniversityVerified email at ens.fr
Sriram SubramaniamProfessor, University of British ColumbiaVerified email at ubc.ca

Guillermo Sapiro

Augustine Family Professor, Princeton University; Distinguished Eng., Apple; Prof. Emeritus, Duke U.

Verified email at princeton.edu - Homepage

Digital health machine learning computer vision computational photography


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Geodesic active contours V Caselles, R Kimmel, G Sapiro International journal of computer vision 22, 61-79, 1997	7611	1997
Image inpainting M Bertalmio, G Sapiro, V Caselles, C Ballester Proceedings of the 27th annual conference on Computer graphics and …, 2000	5861	2000
Online learning for matrix factorization and sparse coding. J Mairal, F Bach, J Ponce, G Sapiro Journal of Machine Learning Research 11 (1), 2010	3161	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	2795	2009
The LOCO-I lossless image compression algorithm: Principles and standardization into JPEG-LS MJ Weinberger, G Seroussi, G Sapiro IEEE Transactions on Image processing 9 (8), 1309-1324, 2000	2400	2000
Sparse representation for computer vision and pattern recognition J Wright, Y Ma, J Mairal, G Sapiro, TS Huang, S Yan Proceedings of the IEEE 98 (6), 1031-1044, 2010	2333	2010
Sparse representation for color image restoration J Mairal, M Elad, G Sapiro IEEE Transactions on image processing 17 (1), 53-69, 2007	2214	2007
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	2189	2009
Robust anisotropic diffusion MJ Black, G Sapiro, DH Marimont, D Heeger IEEE Transactions on image processing 7 (3), 421-432, 1998	1926	1998
Simultaneous structure and texture image inpainting M Bertalmio, L Vese, G Sapiro, S Osher IEEE transactions on image processing 12 (8), 882-889, 2003	1786	2003
Navier-stokes, fluid dynamics, and image and video inpainting M Bertalmio, AL Bertozzi, G Sapiro Proceedings of the 2001 IEEE Computer Society Conference on Computer Vision …, 2001	1641	2001
Supervised dictionary learning J Mairal, J Ponce, G Sapiro, A Zisserman, F Bach Advances in neural information processing systems 21, 2008	1458	2008
Geometric partial differential equations and image analysis G Sapiro Cambridge university press, 2006	1395	2006
Geodesic active contours V Caselles, R Kimmel, G Sapiro Proceedings of IEEE international conference on computer vision, 694-699, 1995	1394	1995
Filling-in by joint interpolation of vector fields and gray levels C Ballester, M Bertalmio, V Caselles, G Sapiro, J Verdera IEEE transactions on image processing 10 (8), 1200-1211, 2001	1312	2001
Advances in diffusion MRI acquisition and processing in the Human Connectome Project SN Sotiropoulos, S Jbabdi, J Xu, JL Andersson, S Moeller, EJ Auerbach, ... Neuroimage 80, 125-143, 2013	1072	2013
Molecular architecture of native HIV-1 gp120 trimers J Liu, A Bartesaghi, MJ Borgnia, G Sapiro, S Subramaniam Nature 455 (7209), 109-113, 2008	1059	2008
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	991	2008
Classification and clustering via dictionary learning with structured incoherence and shared features I Ramirez, P Sprechmann, G Sapiro 2010 IEEE Computer Society Conference on Computer Vision and Pattern …, 2010	955	2010
Pushing spatial and temporal resolution for functional and diffusion MRI in the Human Connectome Project K Uğurbil, J Xu, EJ Auerbach, S Moeller, AT Vu, JM Duarte-Carvajalino, ... Neuroimage 80, 80-104, 2013	934	2013

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