Standout Papers

Geodesic Active Contours 1997 2026 2006 2016 2.8k
  1. Geodesic Active Contours (1997)
    Vicent Caselles, Ron Kimmel et al. International Journal of Computer Vision
  2. Online Learning for Matrix Factorization and Sparse Coding (2010)
    Julien Mairal, Francis Bach et al. Journal of Machine Learning Research
  3. A collaborative framework for 3D alignment and classification of heterogeneous subvolumes in cryo-electron tomography (2012)
    Oleg Kuybeda, Gabriel A. Frank et al. Journal of Structural Biology
  4. Sparse Representation for Computer Vision and Pattern Recognition (2010)
    John Wright, Yi Ma et al. Proceedings of the IEEE
  5. Sparse Representation for Color Image Restoration (2007)
    Julien Mairal, Michael Elad et al. IEEE Transactions on Image Processing
  6. The LOCO-I lossless image compression algorithm: principles and standardization into JPEG-LS (2000)
    M.J. Weinberger, G. Seroussi et al. IEEE Transactions on Image Processing
  7. Robust anisotropic diffusion (1998)
    Michael J. Black, Guillermo Sapiro et al. IEEE Transactions on Image Processing
  8. Molecular architecture of native HIV-1 gp120 trimers (2008)
    Jun Liu, Alberto Bartesaghi et al. Nature
  9. Advances in diffusion MRI acquisition and processing in the Human Connectome Project (2013)
    Stamatios N. Sotiropoulos, Saâd Jbabdi et al. NeuroImage
  10. Simultaneous structure and texture image inpainting (2003)
    Marcelo Bertalmı́o, Luminita A. Vese et al. IEEE Transactions on Image Processing
  11. Filling-in by joint interpolation of vector fields and gray levels (2001)
    Coloma Ballester, Marcelo Bertalmı́o et al. IEEE Transactions on Image Processing
  12. Solving Inverse Problems With Piecewise Linear Estimators: From Gaussian Mixture Models to Structured Sparsity (2011)
    Guoshen Yu, Guillermo Sapiro et al. IEEE Transactions on Image Processing

Immediate Impact

21 by Nobel laureates 26 from Science/Nature 86 standout
Sub-graph 1 of 19

Citing Papers

Toroidal topology of population activity in grid cells
2022 StandoutNatureNobel
Structural snapshots of TRPV1 reveal mechanism of polymodal functionality
2021 StandoutNobel
4 intermediate papers

Works of Guillermo Sapiro being referenced

Atomic Resolution Cryo-EM Structure of β-Galactosidase
2018
Topological analysis of population activity in visual cortex
2008

Author Peers

Author Last Decade Papers Cites
Guillermo Sapiro 12649 5117 2577 3522 292 23.5k
Tony F. Chan 14288 9745 1682 4615 348 32.1k
Jitendra Malik 22389 2509 1649 2007 152 32.2k
Michaël Unser 11868 4519 1141 4672 654 29.5k
Pietro Perona 12677 1224 2856 1345 153 22.2k
Alan Yuille 15282 1142 4730 2774 369 29.4k
Eero P. Simoncelli 26209 3081 10059 3518 148 44.2k
Thomas S. Huang 21200 2732 1190 1000 468 29.4k
Stéphane Mallat 18433 5723 2341 1450 93 38.7k
Berthold K. P. Horn 11164 1912 1222 1262 119 17.6k
Zhou Wang 33125 3113 1024 3955 273 45.4k

All Works

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Rankless by CCL
2026