Guillermo Sapiro

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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
Ron KimmelProf. of CS (& ECE) Technion, CSO of Lumix.AI, IsraelVerified email at cs.technion.ac.il
Julien MairalInria - Univ. Grenoble AlpesVerified email at inria.fr
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 BronsteinTechnion, Department of Computer ScienceVerified email at technion.ac.il
Paul ThompsonProfessor of Neurology & Psychiatry, Imaging Genetics Center, USCVerified email at usc.edu
Francis BachInria - Ecole Normale SupérieureVerified email at inria.fr
S osherVerified email at math.ucla.edu
Essa YacoubUniversity of MinnesotaVerified email at umn.edu
Jean PonceInria, Ecole Normale Superieure/PSL Research UniversityVerified email at inria.fr
Ignacio Francisco Ramirez PaulinoInstituto de Ingeniería Eléctrica, Facultad de Ingeniería, Universidad de la República, UruguayVerified email at fing.edu.uy
Coloma BallesterUniversitat Pompeu Fabra, Department of Information and Communication TechnologiesVerified email at upf.edu
Facundo MémoliDepartment of Mathematics. The Ohio State University.Verified email at osu.edu
Kedar PatwardhanDirector, Radiomics & Computer Vision - AstraZenecaVerified email at astrazeneca.com
Xue BaiAdobe SystemsVerified email at adobe.com
Michael J. BlackMax Planck Institute for Intelligent SystemsVerified email at tuebingen.mpg.de
Michael BronsteinDeepMind Professor of AI, University of OxfordVerified email at cs.ox.ac.uk

Guillermo Sapiro

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

Verified email at duke.edu - Homepage

Image and video processing machine learning medical imaging computer vision computational photography


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Geodesic active contours V Caselles, R Kimmel, G Sapiro International journal of computer vision 22 (1), 61, 1997	7284	1997
Image inpainting M Bertalmio, G Sapiro, V Caselles, C Ballester Proceedings of the 27th annual conference on Computer graphics and …, 2000	5195	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	3001	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	2553	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	2184	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	2170	2010
Sparse representation for color image restoration J Mairal, M Elad, G Sapiro IEEE Transactions on image processing 17 (1), 53-69, 2007	2059	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	1988	2009
Robust anisotropic diffusion MJ Black, G Sapiro, DH Marimont, D Heeger IEEE Transactions on image processing 7 (3), 421-432, 1998	1841	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	1613	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	1438	2001
Supervised dictionary learning J Mairal, J Ponce, G Sapiro, A Zisserman, F Bach Advances in neural information processing systems 21, 2008	1389	2008
Geodesic active contours V Caselles, R Kimmel, G Sapiro Proceedings of IEEE international conference on computer vision, 694-699, 1995	1354	1995
Geometric partial differential equations and image analysis G Sapiro Cambridge university press, 2006	1331	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	1131	2001
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	971	2008
Molecular architecture of native HIV-1 gp120 trimers J Liu, A Bartesaghi, MJ Borgnia, G Sapiro, S Subramaniam Nature 455 (7209), 109-113, 2008	963	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	911	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	888	1996
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	869	2013

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