| 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 | 825 | 2010 |
| C-HiLasso: A collaborative hierarchical sparse modeling framework P Sprechmann, I Ramirez, G Sapiro, YC Eldar IEEE Transactions on Signal Processing 59 (9), 4183-4198, 2011 | 183 | 2011 |
| The iDUDE framework for grayscale image denoising G Motta, E Ordentlich, I Ramirez, G Seroussi, MJ Weinberger IEEE Transactions on Image Processing 20 (1), 1-21, 2010 | 67 | 2010 |
| An MDL framework for sparse coding and dictionary learning I Ramirez, G Sapiro IEEE Transactions on Signal Processing 60 (6), 2913-2927, 2012 | 56 | 2012 |
| Collaborative hierarchical sparse modeling P Sprechmann, I Ramirez, G Sapiro, Y Eldar 2010 44th Annual Conference on Information Sciences and Systems (CISS), 1-6, 2010 | 48 | 2010 |
| Pattern recognition in Latin America in the “Big Data” era A Fernández, Á Gómez, F Lecumberry, A Pardo, I Ramírez Pattern Recognition 48 (4), 1185-1196, 2015 | 41 | 2015 |
| Universal regularizers for robust sparse coding and modeling I Ramirez, G Sapiro IEEE Transactions on Image Processing 21 (9), 3850-3864, 2012 | 40 | 2012 |
| Universal priors for sparse modeling I Ramírez, F Lecumberry, G Sapiro 2009 3rd IEEE International Workshop on Computational Advances in Multi …, 2009 | 38 | 2009 |
| A 7nm CMOS technology platform for mobile and high performance compute application S Narasimha, B Jagannathan, A Ogino, D Jaeger, B Greene, C Sheraw, ... 2017 IEEE International Electron Devices Meeting (IEDM), 29.5. 1-29.5. 4, 2017 | 34 | 2017 |
| Sparse modeling with universal priors and learned incoherent dictionaries I Ramírez, F Lecumberry, G Sapiro University of Minnesota. Institute for Mathematics and Its Applications, 2009 | 29 | 2009 |
| The dude framework for continuous tone image denoising G Motta, E Ordentlich, I Ramirez, G Seroussi, MJ Weinberger IEEE International Conference on Image Processing 2005 3, III-345, 2005 | 22 | 2005 |
| Universal-denoiser context-modeling component and context-modeling method I Ramirez, E Ordentlich, G Seroussi, M Weinberger US Patent 7,925,099, 2011 | 17 | 2011 |
| Low-rank data modeling via the minimum description length principle I Ramírez, G Sapiro 2012 IEEE International Conference on Acoustics, Speech and Signal …, 2012 | 15 | 2012 |
| Efficient sequential compression of multichannel biomedical signals I Capurro, F Lecumberry, Á Martín, I Ramírez, E Rovira, G Seroussi IEEE journal of biomedical and health informatics 21 (4), 904-916, 2016 | 14 | 2016 |
| Universal sparse modeling I Ramirez, G Sapiro MINNESOTA UNIV MINNEAPOLIS INST FOR MATHEMATICS AND ITS APPLICATIONS, 2010 | 13 | 2010 |
| Collaborative sources identification in mixed signals via hierarchical sparse modeling P Sprechmann, I Ramirez, P Cancela, G Sapiro 2011 IEEE International Conference on Acoustics, Speech and Signal …, 2011 | 12 | 2011 |
| Advanced composite high-k gate stack for mixed anion arsenide-antimonide quantum well transistors A Ali, H Madan, R Misra, E Hwang, A Agrawal, I Ramirez, P Schiffer, ... NAVAL RESEARCH LAB WASHINGTON DC, 2010 | 12 | 2010 |
| Wireless EEG system achieving high throughput and reduced energy consumption through lossless and near-lossless compression GD y Alvarez, F Favaro, F Lecumberry, Á Martín, JP Oliver, J Oreggioni, ... IEEE transactions on biomedical circuits and systems 12 (1), 231-241, 2018 | 11 | 2018 |
| Wearable EEG via lossless compression G Dufort, F Favaro, F Lecumberry, Á Martín, JP Oliver, J Oreggioni, ... 2016 38th annual international conference of the IEEE engineering in …, 2016 | 11 | 2016 |
| Low-complexity, multi-channel, lossless and near-lossless EEG compression I Capurro, F Lecumberry, Á Martín, I Ramírez, E Rovira, G Seroussi 2014 22nd European Signal Processing Conference (EUSIPCO), 2040-2044, 2014 | 10 | 2014 |
Guillermo SapiroJames B. Duke Professor at Duke University and Senior Research Scientist at Apple, Inc.Verified email at duke.edu
