Guillermo Sapiro
Impact in
- Computer Vision and Pattern Recognition top 0.01%
- Image and Signal Denoising Methods
- Medical Image Segmentation Techniques
- Advanced Image Processing Techniques
- Advanced Vision and Imaging
- Generative Adversarial Networks and Image Synthesis
-
- Computer Graphics and Visualization Techniques
Papers in
-
- Medical Image Segmentation Techniques 76
- Image and Signal Denoising Methods 60
- Advanced Vision and Imaging 46
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- Sparse and Compressive Sensing Techniques 63
- 3D Shape Modeling and Analysis 34
- Co-authors
- Vicent Caselles (22 shared papers)Julien Mairal (11 shared papers)Ron Kimmel (9 shared papers)Marcelo Bertalmı́o (18 shared papers)Jean Ponce (4 shared papers)Francis Bach (3 shared papers)Coloma Ballester (4 shared papers)V. Caselles (5 shared papers)
- Journals
- IEEE Transactions on Image Processing (23 papers)International Journal of Computer Vision (11 papers)IEEE Transactions on Signal Processing (10 papers)NeuroImage (9 papers)PLoS ONE (8 papers)
- Partner nations
- United StatesIsraelSpain
In The Last Decade
Guillermo Sapiro
429 papers receiving 38.4k citations
Guillermo Sapiro's Hit Papers
Peers
Comparison fields: 5 of 216
- Computer Vision and Pattern Recognition 25.4k
- Computer Graphics and Computer-Aided Design 2.9k
- Media Technology 5.9k
- Computational Mathematics 395
- Computational Mechanics 8.9k
Countries citing papers authored by Guillermo Sapiro
This map shows the geographic impact of Guillermo Sapiro's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Guillermo Sapiro with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Guillermo Sapiro more than expected).
Fields of papers citing papers by Guillermo Sapiro
This network shows the impact of papers produced by Guillermo Sapiro. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Guillermo Sapiro. The network helps show where Guillermo Sapiro may publish in the future.
Co-authors
The 25 scholars most cited alongside Guillermo Sapiro, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.
All Works
Showing the 20 most-cited of 438 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | Geodesic Active Contours Hit paper breakdown → | 1997 | 3620 |
| 2 | Image inpainting Hit paper breakdown → | 2000 | 2400 |
| 3 | Online Learning for Matrix Factorization and Sparse Coding Hit paper breakdown → | 2010 | 1602 |
| 4 | A collaborative framework for 3D alignment and classification of heterogeneous subvolumes in cryo-electron tomography Hit paper breakdown → | 2012 | 1563 |
| 5 | Online dictionary learning for sparse coding Hit paper breakdown → | 2009 | 1428 |
| 6 | Sparse Representation for Computer Vision and Pattern Recognition Hit paper breakdown → | 2010 | 1388 |
| 7 | Sparse Representation for Color Image Restoration Hit paper breakdown → | 2007 | 1210 |
| 8 | Non-local sparse models for image restoration Hit paper breakdown → | 2009 | 1205 |
| 9 | The LOCO-I lossless image compression algorithm: principles and standardization into JPEG-LS Hit paper breakdown → | 2000 | 1126 |
| 10 | Robust anisotropic diffusion Hit paper breakdown → | 1998 | 913 |
| 11 | Simultaneous structure and texture image inpainting Hit paper breakdown → | 2003 | 743 |
| 12 | Geodesic active contours Hit paper breakdown → | 2002 | 675 |
| 13 | Filling-in by joint interpolation of vector fields and gray levels Hit paper breakdown → | 2001 | 658 |
| 14 | Navier-stokes, fluid dynamics, and image and video inpainting Hit paper breakdown → | 2005 | 649 |
| 15 | Advances in diffusion MRI acquisition and processing in the Human Connectome Project Hit paper breakdown → | 2013 | 637 |
| 16 | Molecular architecture of native HIV-1 gp120 trimers Hit paper breakdown → | 2008 | 625 |
| 17 | Geometric Partial Differential Equations and Image Analysis Hit paper breakdown → | 2001 | 558 |
| 18 | Classification and clustering via dictionary learning with structured incoherence and shared features Hit paper breakdown → | 2010 | 535 |
| 19 | Discriminative learned dictionaries for local image analysis Hit paper breakdown → | 2008 | 515 |
| 20 | Solving Inverse Problems With Piecewise Linear Estimators: From Gaussian Mixture Models to Structured Sparsity Hit paper breakdown → | 2011 | 393 |
About Guillermo Sapiro
Guillermo Sapiro is a scholar working on Computer Vision and Pattern Recognition, Computational Mechanics, Radiology, Nuclear Medicine and Imaging, Cognitive Neuroscience and Computer Graphics and Computer-Aided Design, having authored 438 papers that have together received 40.3k indexed citations. Recurring topics across this work include Medical Image Segmentation Techniques (76 papers), Sparse and Compressive Sensing Techniques (63 papers), Image and Signal Denoising Methods (60 papers), Advanced Neuroimaging Techniques and Applications (51 papers), Advanced Vision and Imaging (46 papers), Computer Graphics and Visualization Techniques (43 papers), 3D Shape Modeling and Analysis (34 papers) and Autism Spectrum Disorder Research (33 papers). The work is most often cited by research in Computer Vision and Pattern Recognition (25.4k citations), Computer Graphics and Computer-Aided Design (2.9k citations), Media Technology (5.9k citations), Computational Mathematics (395 citations) and Computational Mechanics (8.9k citations). Guillermo Sapiro has collaborated with scholars based in United States, Israel and Spain. Frequent co-authors include Vicent Caselles, Julien Mairal, Ron Kimmel, Marcelo Bertalmı́o, Jean Ponce, Francis Bach, Coloma Ballester, V. Caselles, Alberto Bartesaghi and G. Seroussi. Their work appears in journals such as IEEE Transactions on Image Processing, International Journal of Computer Vision, IEEE Transactions on Signal Processing, NeuroImage and PLoS ONE.
Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.