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 | 951 | 2010 |
Incidence and prognosis of ventilator-associated tracheobronchitis (TAVeM): a multicentre, prospective, observational study I Martin-Loeches, P Povoa, A Rodríguez, D Curcio, D Suarez, JP Mira, ... The Lancet Respiratory Medicine 3 (11), 859-868, 2015 | 212 | 2015 |
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 | 208 | 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 | 69 | 2010 |
An MDL framework for sparse coding and dictionary learning I Ramirez, G Sapiro IEEE Transactions on Signal Processing 60 (6), 2913-2927, 2012 | 60 | 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 | 54 | 2010 |
Pattern recognition in Latin America in the “Big Data” era A Fernández, Á Gómez, F Lecumberry, Á Pardo, I Ramírez Pattern Recognition 48 (4), 1185-1196, 2015 | 53 | 2015 |
Universal regularizers for robust sparse coding and modeling I Ramirez, G Sapiro IEEE Transactions on Image Processing 21 (9), 3850-3864, 2012 | 46 | 2012 |
Universal priors for sparse modeling I Ramírez, F Lecumberry, G Sapiro 2009 3rd IEEE International Workshop on Computational Advances in Multi …, 2009 | 42 | 2009 |
Efficient sequential compression of multichannel biomedical signals I Capurro, F Lecumberry, A Martín, I Ramírez, E Rovira, G Seroussi IEEE journal of biomedical and health informatics 21 (4), 904-916, 2016 | 39 | 2016 |
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 | 30 | 2009 |
Wireless EEG system achieving high throughput and reduced energy consumption through lossless and near-lossless compression GD y Alvarez, F Favaro, F Lecumberry, A Martin, JP Oliver, J Oreggioni, ... IEEE transactions on biomedical circuits and systems 12 (1), 231-241, 2018 | 28 | 2018 |
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 | 21 | 2011 |
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 | 16 | 2016 |
Low-rank data modeling via the minimum description length principle I Ramírez, G Sapiro 2012 IEEE International Conference on Acoustics, Speech and Signal …, 2012 | 16 | 2012 |
Denoising signals containing impulse noise I Ramirez, E Ordentlich, G Seroussi, M Weinberger US Patent 7,656,942, 2010 | 14 | 2010 |
El juicio por jurado en las constituciones de México MG Oropeza Cuestiones Constitucionales, 73-86, 2000 | 14 | 2000 |
Universal sparse modeling I Ramírez, G Sapiro University of Minnesota. Institute for Mathematics and Its Applications, 2010 | 13 | 2010 |
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 | 12 | 2014 |