About
Discord Stateoftheart AI
GitHub

Publications

734

Cited by

67509

Guillermo Sapiro

image and video processingdata analysismachine learningmedical imagingcomputer vision
Duke University

United States

Papers and Citations

1 - 50
Online learning for matrix factorization and sparse coding
2010
Francis Bach
Julien Mairal
Jean Ponce
+1
Cited by 2642
Online dictionary learning for sparse coding
2009
Guillermo Sapiro
Francis Bach
Jean Ponce
+1
Cited by 2151
The LOCO-I lossless image compression algorithm: Principles and standardization into JPEG-LS
2000
Guillermo Sapiro
Marcelo Weinberger
Gadiel Seroussi
Cited by 1944
Sparse representation for computer vision and pattern recognition
2010
Thomas S. Huang
John Wright
Guillermo Sapiro
+3
Cited by 1906
Sparse representation for color image restoration
2008
Julien Mairal
Michael Elad
Guillermo Sapiro
Cited by 1799
Robust anisotropic diffusion
1998
Michael J. Black
Guillermo Sapiro
DH Marimont
+1
Cited by 1733
Non-local sparse models for image restoration
2009
Guillermo Sapiro
Francis Bach
Julien Mairal
+2
Cited by 1625
Simultaneous structure and texture image inpainting
2003
Marcelo Bertalm�o
Guillermo Sapiro
Luminita Vese
+1
Cited by 1423
Supervised dictionary learning
2008
Francis Bach
Jean Ponce
Andrew Zisserman
+2
Cited by 1261
Geometric partial differential equations and image analysis
2006
Guillermo Sapiro
Cited by 1239
Navier-stokes, fluid dynamics, and image and video inpainting
2001
Andrea Bertozzi
Marcelo Bertalm�o
Guillermo Sapiro
Cited by 1146
Discriminative learned dictionaries for local image analysis
2008
Andrew Zisserman
Julien Mairal
Guillermo Sapiro
+2
Cited by 918
Molecular architecture of native HIV-1 gp120 trimers
2008
S Subramaniam
Jun Liu, Ph.D
Mario J Borgnia
+2
Cited by 872
Filling-in by joint interpolation of vector fields and gray levels
2001
Guillermo Sapiro
Marcelo Bertalm�o
Coloma Ballester
+2
Cited by 861
LOCO-I: A low complexity, context-based, lossless image compression algorithm
1996
Guillermo Sapiro
Gadiel Seroussi
Marcelo Weinberger
Cited by 802
Classification and clustering via dictionary learning with structured incoherence and shared features
2010
Ignacio Francisco Ramirez Paulino
Pablo Sprechmann
Guillermo Sapiro
Cited by 790
A geodesic framework for fast interactive image and video segmentation and matting
2007
Guillermo Sapiro
Xue Bai
Cited by 738
Fast image and video denoising via nonlocal means of similar neighborhoods
2005
Mona Mahmoudi
Guillermo Sapiro
Cited by 668
Anisotropic diffusion of multivalued images with applications to color filtering
1996
Dario Ringach
Guillermo Sapiro
Cited by 611
Advances in diffusion MRI acquisition and processing in the Human Connectome Project
2013
Guillermo Sapiro
Saad Jbabdi
Jesper Andersson
+14
Cited by 598
Learning to sense sparse signals: Simultaneous sensing matrix and sparsifying dictionary optimization
2009
Guillermo Sapiro
JM Duarte-Carvajalino
Cited by 588
Learning Multiscale Sparse Representations for Image and Video Restoration
2008
Julien Mairal
Michael Elad
Guillermo Sapiro
Cited by 579
Solving inverse problems with piecewise linear estimators: From Gaussian mixture models to structured sparsity
2011
Guillermo Sapiro
Stephane Mallat
G Yu
Cited by 539
Pushing spatial and temporal resolution for functional and diffusion MRI in the Human Connectome Project
2013
Guillermo Sapiro
Timothy EJ Behrens
Stephen M Smith
+25
Cited by 514
Fast image and video colorization using chrominance blending
2006
Liron Yatziv
Guillermo Sapiro
Cited by 508
Video snapcut: robust video object cutout using localized classifiers
2009
Guillermo Sapiro
Jue Wang
Xue Bai
+1
Cited by 508
Affine invariant scale-space
1993
Guillermo Sapiro
Allen Tannenbaum
Cited by 489
Variational problems and partial differential equations on implicit surfaces
2001
Guillermo Sapiro
S osher
Marcelo Bertalm�o
+1
Cited by 440
Conformal surface parameterization for texture mapping
2000
Guillermo Sapiro
Allen Tannenbaum
Sigurd Angenent
+3
Cited by 432
Creating connected representations of cortical gray matter for functional MRI visualization
1997
Guillermo Sapiro
Patrick Teo
Brian Wandell
Cited by 383
Nonparametric Bayesian dictionary learning for analysis of noisy and incomplete images
2011
Zhengming Xing
Lawrence Carin
Lingbo Li
+6
Cited by 381
Reconstruction of the orientation distribution function in single‐and multiple‐shell q‐ball imaging within constant solid angle
2010
Christophe Lenglet
Iman Aganj
Guillermo Sapiro
+3
Cited by 359
See all by looking at a few: Sparse modeling for finding representative objects
2012
Ehsan Elhamifar
Rene Vidal
Guillermo Sapiro
Cited by 335
On affine plane curve evolution
1994
Guillermo Sapiro
Allen Tannenbaum
Cited by 329
Structure and texture filling-in of missing image blocks in wireless transmission and compression applications
2003
Shantanu Rane
Marcelo Bertalm�o
Guillermo Sapiro
Cited by 319
A Gromov-Hausdorff framework with diffusion geometry for topologically-robust non-rigid shape matching
2010
Mona Mahmoudi
Michael Bronstein
Ron Kimmel
+3
Cited by 318
A theoretical and computational framework for isometry invariant recognition of point cloud data
2005
Facundo M�moli
Guillermo Sapiro
Cited by 311
Video inpainting under constrained camera motion
2007
Guillermo Sapiro
Kedar Patwardhan
M Bertalmío
Cited by 288
Minimal surfaces based object segmentation
1997
Ron Kimmel
Guillermo Sapiro
V Caselles
+1
Cited by 277
A comprehensive framework for image inpainting
2010
Marcelo Bertalm�o
Vicent Caselles
Guillermo Sapiro
+2
Cited by 275
O (N) implementation of the fast marching algorithm
2006
Guillermo Sapiro
Liron Yatziv
Alberto Bartesaghi, PhD
Cited by 275
Non-parametric Bayesian dictionary learning for sparse image representations
2009
Chen Haojun
Lu Ren
Lawrence Carin
+3
Cited by 273
Color snakes
1997
Guillermo Sapiro
Cited by 269
The development of gyrification in childhood and adolescence
2010
M Schmidt
S Su
Guillermo Sapiro
+2
Cited by 268
Geodesic matting: A framework for fast interactive image and video segmentation and matting
2009
Guillermo Sapiro
Xue Bai
Cited by 255
Color image enhancement via chromaticity diffusion
2001
Guillermo Sapiro
B Tang
V Caselles
Cited by 254
A variational framework for exemplar-based image inpainting
2011
Gabriele Facciolo
Guillermo Sapiro
V Caselles
+1
Cited by 249
Coded aperture compressive temporal imaging
2013
Guillermo Sapiro
Jianbo Yang
Xin Yuan
+5
Cited by 246
Structural mechanism of trimeric HIV-1 envelope glycoprotein activation
2012
David M Schauder
Sriram Subramaniam
Jacqueline LS Milne
+6
Cited by 230
Shape preserving local histogram modification
1999
Guillermo Sapiro
JM Morel
V Caselles
+1
Cited by 224