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Guillermo Sapiro

Active 1969–2026

508
Papers
62,528
Citations
107
h-index
330
i10-index

Citations

Citations per year for Guillermo Sapiro1926: 1 citations1952: 1 citations1969: 4 citations1973: 1 citations1974: 1 citations1977: 1 citations1978: 1 citations1980: 2 citations1983: 1 citations1984: 1 citations1986: 1 citations1987: 1 citations1988: 2 citations1989: 1 citations1990: 2 citations1993: 9 citations1994: 40 citations1995: 51 citations1996: 127 citations1997: 132 citations1998: 138 citations1999: 167 citations2000: 212 citations2001: 250 citations2002: 326 citations2003: 483 citations2004: 535 citations2005: 626 citations2006: 671 citations2007: 721 citations2008: 775 citations2009: 845 citations2010: 1,142 citations2011: 1,558 citations2012: 1,741 citations2013: 2,229 citations2014: 2,597 citations2015: 2,694 citations2016: 2,633 citations2017: 2,516 citations2018: 2,263 citations2019: 2,526 citations2020: 2,342 citations2021: 2,169 citations2022: 1,650 citations2023: 1,363 citations2024: 1,458 citations2025: 1,020 citations2026: 226 citations1927–1951: no citations, so these years are not shown1953–1968: no citations, so these years are not shown1970–1972: no citations, so these years are not shown1975–1976: no citations, so these years are not shown1979: no citations, so this year is not shown1981–1982: no citations, so these years are not shown1985: no citations, so this year is not shown1991–1992: no citations, so these years are not shown

Citation sources

Countries

World map of the countries and regions citing this authorChina: 8,881 citing papers, 23.4% of this breakdownUnited States: 8,810 citing papers, 23.2% of this breakdownFrance: 1,958 citing papers, 5.2% of this breakdownUnited Kingdom: 1,890 citing papers, 5% of this breakdownGermany: 1,497 citing papers, 4% of this breakdownCanada: 1,164 citing papers, 3.1% of this breakdownIndia: 994 citing papers, 2.6% of this breakdownAustralia: 964 citing papers, 2.5% of this breakdownHong Kong: 898 citing papers, 2.4% of this breakdownJapan: 847 citing papers, 2.2% of this breakdownItaly: 738 citing papers, 1.9% of this breakdownSouth Korea: 738 citing papers, 1.9% of this breakdown
0%23.4%Other 22.6%

Institutions

Fields

  • Computer Science58.1%
  • Engineering20.3%
  • Medicine7.6%
  • Neuroscience5.1%
  • Biochemistry, Genetics and Molecular Biology2.3%
  • Mathematics1.5%
  • Other5.1%

Topics

  • Image and Signal Denoising Methods6.2%
  • Sparse and Compressive Sensing Techniques5.4%
  • Advanced Image Processing Techniques5.1%
  • Advanced Vision and Imaging4%
  • Medical Image Segmentation Techniques3.7%
  • Advanced Image and Video Retrieval Techniques2.7%
  • Other72.9%

Coauthors

All papers

Open in search
  1. Image inpainting

    Authors: Marcelo Bertalmío, Guillermo Sapiro, Vicent Caselles, Coloma Ballester - conference on Computer graphics and interactive techniques - SIGGRAPH '00, Proceedings of the 27th annual conference on Computer graphics and interactive techniques - SIGGRAPH '00 2000 cited by 3,579

  2. GODIVA: Generating Open-DomaIn Videos from nAtural Descriptions

    Authors: Chenfei Wu, Lun Huang, Qianxi Zhang, Binyang Li, Lei Ji, Fan Yang, Guillermo Sapiro, Nan Duan - arXiv (Cornell University), CoRR 2021 cited by 245

  3. Deep Video Deblurring for Hand-Held Cameras

    Authors: Shuochen Su, Mauricio Delbracio, Jue Wang, Guillermo Sapiro, Wolfgang Heidrich, Oliver Wang - IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2017 cited by 600

  4. The LOCO-I lossless image compression algorithm: principles and standardization into JPEG-LS

    Authors: Marcelo J. Weinberger, Gadiel Seroussi, Guillermo Sapiro - IEEE Transactions on Image Processing, IEEE Trans. Image Process. 2000 cited by 1,623

  5. Online dictionary learning for sparse coding

    Authors: Julien Mairal, Francis R. Bach, Jean Ponce, Guillermo Sapiro - Conference on Machine Learning, ICML 2009 cited by 2,135

  6. Filling-in by joint interpolation of vector fields and gray levels

    Authors: Coloma Ballester, Marcelo Bertalmío, Vicent Caselles, Guillermo Sapiro, Joan Verdera - IEEE Transactions on Image Processing, IEEE Trans. Image Process. 2001 cited by 974

  7. Navier-Stokes, Fluid Dynamics, and Image and Video Inpainting

    Authors: Marcelo Bertalmío, Andrea L. Bertozzi, Guillermo Sapiro - Computer Society Conference on Computer Vision and Pattern Recognition. CVPR 2001, CVPR (1) 2001 cited by 1,043

  8. Advances in diffusion MRI acquisition and processing in the Human Connectome Project

    Authors: Stamatios N. Sotiropoulos, Saâd Jbabdi, Junqian Xu, Jesper L. R. Andersson, Steen Moeller, Edward J. Auerbach, Matthew F. Glasser, Moisés Hernández, Guillermo Sapiro, Mark Jenkinson, David A. Feinberg, Essa Yacoub, Christophe Lenglet, David C. Van Essen, Kâmil Ugurbil, Timothy Edward John Behrens - NeuroImage 2013 cited by 992

  9. Non-local sparse models for image restoration

    Authors: Julien Mairal, Francis R. Bach, Jean Ponce, Guillermo Sapiro, Andrew Zisserman - IEEE 12th International Conference on Computer Vision, ICCV 2009 cited by 1,716

  10. Sparse Representation for Computer Vision and Pattern Recognition

    Authors: John Wright, Yi Ma, Julien Mairal, Guillermo Sapiro, Thomas S. Huang, Shuicheng Yan - IEEE, Proc. IEEE 2009 cited by 1,870

  11. Simultaneous structure and texture image inpainting

    Authors: Marcelo Bertalmı́o, Luminita A. Vese, Guillermo Sapiro, Stanley Osher - IEEE Computer Society Conference on Computer Vision and Pattern Recognition, IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 2003. Proceedings. 2003 cited by 1,087

  12. Sparse Representation for Color Image Restoration

    Authors: Julien Mairal, Michael Elad, Guillermo Sapiro - IEEE Transactions on Image Processing, IEEE Trans. Image Process. 2007 cited by 1,732

  13. Pushing spatial and temporal resolution for functional and diffusion MRI in the Human Connectome Project

    Authors: Kâmil Ugurbil, Junqian Xu, Edward J. Auerbach, Steen Moeller, An T. Vu, Julio Martin Duarte-Carvajalino, Christophe Lenglet, Xiaoping Wu, Sebastian Schmitter, Pierre-François van de Moortele, John P. Strupp, Guillermo Sapiro, Federico De Martino, Dingxin Wang, Noam Harel, Michael Garwood, Liyong Chen, David A. Feinberg, Stephen M. Smith, Karla L. Miller, Stamatios N. Sotiropoulos, Saâd Jbabdi, Jesper L. R. Andersson, Timothy Edward John Behrens, Matthew F. Glasser, David C. Van Essen, Essa Yacoub - NeuroImage 2013 cited by 908

  14. Continuous Dice Coefficient: a Method for Evaluating Probabilistic Segmentations

    Authors: Reuben R. Shamir, Yuval Duchin, Jinyoung Kim, Guillermo Sapiro, Noam Harel - arXiv (Cornell University), CoRR 2018 cited by 167

  15. Coded aperture compressive temporal imaging

    Authors: Patrick Llull, Xuejun Liao, Xin Yuan, Jianbo Yang, David S. Kittle, Lawrence Carin, Guillermo Sapiro, David J. Brady - Optics Express 2013 cited by 460

  16. Early detection of autism using digital behavioral phenotyping

    Authors: Sam Perochon, J. Matías Di Martino, Kimberly L. H. Carpenter, Scott N. Compton, Naomi Davis, Brian Eichner, Steven Espinosa, Lauren Franz, Pradeep Raj Krishnappa Babu, Guillermo Sapiro, Géraldine Dawson - Nature Medicine 2023 cited by 110

  17. To do no harm — and the most good — with AI in health care

    Authors: Carey Beth Goldberg, Laura Adams, David Blumenthal, Patrícia Flatley Brennan, Noah Brown, Atul J. Butte, Morgan Cheatham, Dave deBronkart, Jennifer Dixon, Jeffrey M. Drazen, Barbara J. Evans, Sara M. Hoffman, Chris Holmes, Peter Lee, Arjun K. Manrai, Gilbert S. Omenn, Jonathan B. Perlin, Rachel Ramoni, Guillermo Sapiro, Rupa Sarkar, Harpreet Sood, Effy Vayena, Isaac S. Kohane, Emily Alsentzer, Brian Anderson, Ran D. Balicer, Andrew L. Beam, Erwin P. Böttinger, Rebecca Weintraub Brendel, Payal Chandak, Arnaub K. Chatterjee, Michael E. Chernew, Antoine Duclos, Lee A. Fleisher, William J. Gordon, Elizabeth Healey, Alejandro Hernández-Arango, Michele Kathleen Herndon, Alexander Hoffmann, Edward M. Hundert, Indra Joshi, Tobias Kowatsch, Stephen J. Kraus, Lisa Soleymani Lehmann, Karim Lekadir, Vincent X. Liu, Daniel J. Nigrin, Reut Ohana, Nigam H. Shah, Haris Shuaib, Tania Simoncelli, Amelia L.M. Tan, Donrich Thaldar, Eugene Tunik, Tommy Wang, John Wilbanks, Yuchen Xu, Jianfei Zhao - Nature Medicine 2024 cited by 69

  18. Autoregressive Models in Vision: A Survey

    Authors: Jing Xiong, Gongye Liu, Lun Huang, Chengyue Wu, Taiqiang Wu, Yao Mu, Yuan Yao, Hui Shen, Zhongwei Wan, Jinfa Huang, Chaofan Tao, Shen Yan, Huaxiu Yao, Lingpeng Kong, Hongxia Yang, Mi Zhang, Guillermo Sapiro, Jiebo Luo, Ping Luo, Ngai Wong - Trans. Mach. Learn. Res. 2025 cited by 42

  19. Quantum computing at the frontiers of biological sciences

    Authors: Prashant S. Emani, Jonathan Warrell, Alan Anticevic, Stefan Bekiranov, Michael Gandal, Michael J. McConnell, Guillermo Sapiro, Alán Aspuru-Guzik, Justin T. Baker, Matteo Bastiani, John D. Murray, Stamatios N. Sotiropoulos, Jacob Taylor, Geetha Senthil, Thomas Lehner, Mark B. Gerstein, Aram W. Harrow - Nature Methods 2021 cited by 137

  20. Online Learning for Matrix Factorization and Sparse Coding

    Authors: Julien Mairal, Francis R. Bach, Jean Ponce, Guillermo Sapiro - http://hal.inria.fr/docs/00/40/87/16/PDF/main.pdf, J. Mach. Learn. Res. 2010 cited by 2,343

  21. Design of multishell sampling schemes with uniform coverage in diffusion MRI

    Authors: Emmanuel Caruyer, Christophe Lenglet, Guillermo Sapiro, Rachid Deriche - Magnetic Resonance in Medicine 2013 cited by 336

  22. Compressive Sensing by Learning a Gaussian Mixture Model From Measurements

    Authors: Jianbo Yang, Xuejun Liao, Xin Yuan, Patrick Llull, David J. Brady, Guillermo Sapiro, Lawrence Carin - IEEE Transactions on Image Processing, IEEE Trans. Image Process. 2014 cited by 201

  23. Fast image and video colorization using chrominance blending

    Authors: Liron Yatziv, Guillermo Sapiro - IEEE Transactions on Image Processing, IEEE Trans. Image Process. 2006 cited by 529

  24. To Do No Harm — and the Most Good — with AI in Health Care

    Authors: Carey Goldberg, Laura Adams, David Blumenthal, Patrícia Flatley Brennan, Noah Brown, Atul J. Butte, Morgan Cheatham, Dave deBronkart, Jennifer Dixon, Jeffrey M. Drazen, Barbara J. Evans, Sara M. Hoffman, Chris Holmes, Peter Lee, Arjun K. Manrai, Gilbert S. Omenn, Jonathan B. Perlin, Rachel Ramoni, Guillermo Sapiro, Rupa Sarkar, Harpreet Sood, Effy Vayena, Isaac S. Kohane - NEJM AI 2024 cited by 58