Guillermo Sapiro

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Christophe LengletUniversity of MinnesotaVerified email at umn.edu
Marcelo BertalmíoSenior Research Scientist, Spanish National Research Council (CSIC)Verified email at csic.es
Allen TannenbaumDistinguished Professor, Computer Science/Applied Mathematics, Stony Brook UniversityVerified email at stonybrook.edu
Qiang QiuPurdue UniversityVerified email at purdue.edu
Ron KimmelProf. of CS (& ECE) Technion, CSO of Lumana.AI, IsraelVerified email at cs.technion.ac.il
Julien MairalInria - Univ. Grenoble AlpesVerified email at inria.fr
Lawrence CarinDuke UniversityVerified email at duke.edu
Noam HarelUniversity of Minnesota Center for Magnetic Resonance ResearchVerified email at cmrr.umn.edu
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
Geraldine DawsonWilliam Cleland Distinguished Professor and Director, Duke Center for Autism and Brain DevelopmentVerified email at duke.edu
Alberto Bartesaghi, PhDDuke UniversityVerified email at duke.edu
Francis BachInria - Ecole Normale SupérieureVerified email at inria.fr
Essa YacoubUniversity of MinnesotaVerified email at umn.edu
Paul ThompsonProfessor of Neurology & Psychiatry, Imaging Genetics Center, USCVerified email at usc.edu
Jean PonceEcole Normale Superieure/PSL Research UniversityVerified email at ens.fr
S osherVerified email at math.ucla.edu
Kimberly L.H. CarpenterDuke UniversityVerified email at duke.edu
Jordan HashemiTarget AIVerified email at target.com

Guillermo Sapiro

James B. Duke Professor, Duke University; Distinguished Engineer, Health AI Lead, Apple, Inc.

Verified email at duke.edu - Homepage

Digital health machine learning computer vision computational photography


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Geodesic active contours V Caselles, R Kimmel, G Sapiro International journal of computer vision 22, 61-79, 1997	7450	1997
Image inpainting M Bertalmio, G Sapiro, V Caselles, C Ballester Proceedings of the 27th annual conference on Computer graphics and …, 2000	5470	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	3078	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	2664	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	2268	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	2251	2010
Sparse representation for color image restoration J Mairal, M Elad, G Sapiro IEEE Transactions on image processing 17 (1), 53-69, 2007	2131	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	2091	2009
Robust anisotropic diffusion MJ Black, G Sapiro, DH Marimont, D Heeger IEEE Transactions on image processing 7 (3), 421-432, 1998	1886	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	1697	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	1528	2001
Supervised dictionary learning J Mairal, J Ponce, G Sapiro, A Zisserman, F Bach Advances in neural information processing systems 21, 2008	1427	2008
Geodesic active contours V Caselles, R Kimmel, G Sapiro Proceedings of IEEE international conference on computer vision, 694-699, 1995	1365	1995
Geometric partial differential equations and image analysis G Sapiro Cambridge university press, 2006	1357	2006
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	1200	2001
Molecular architecture of native HIV-1 gp120 trimers J Liu, A Bartesaghi, MJ Borgnia, G Sapiro, S Subramaniam Nature 455 (7209), 109-113, 2008	990	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	978	2008
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	944	2013
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	927	2010
LOCO-I: A low complexity, context-based, lossless image compression algorithm MJ Weinberger, G Seroussi, G Sapiro Proceedings of Data Compression Conference-DCC'96, 140-149, 1996	896	1996

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