Nonnegative tensor CP decomposition of hyperspectral data MA Veganzones, JE Cohen, RC Farias, J Chanussot, P Comon IEEE Transactions on Geoscience and Remote Sensing 54 (5), 2577-2588, 2015 | 105 | 2015 |
Exploring multimodal data fusion through joint decompositions with flexible couplings RC Farias, JE Cohen, P Comon IEEE Transactions on Signal Processing 64 (18), 4830-4844, 2016 | 60 | 2016 |
Fast decomposition of large nonnegative tensors J Cohen, RC Farias, P Comon IEEE Signal Processing Letters 22 (7), 862-866, 2014 | 58 | 2014 |
Alternating group lasso for block-term tensor decomposition and application to ECG source separation JH de Morais Goulart, PMR de Oliveira, RC Farias, V Zarzoso, P Comon IEEE Transactions on Signal Processing 68, 2682-2696, 2020 | 21 | 2020 |
Wideband multiple diversity tensor array processing FED Raimondi, RC Farias, OJ Michel, P Comon IEEE Transactions on Signal Processing 65 (20), 5334-5346, 2017 | 16 | 2017 |
Scalar quantization for estimation: From an asymptotic design to a practical solution RC Farias, JM Brossier IEEE transactions on signal processing 62 (11), 2860-2870, 2014 | 14 | 2014 |
Multilinear spectral unmixing of hyperspectral multiangle images MA Veganzones, J Cohen, RC Farias, R Marrero, J Chanussot, P Comon 2015 23rd European Signal Processing Conference (EUSIPCO), 744-748, 2015 | 13 | 2015 |
Joint decompositions with flexible couplings R Cabral Farias, JE Cohen, C Jutten, P Comon Latent Variable Analysis and Signal Separation: 12th International …, 2015 | 12 | 2015 |
Adaptive quantizers for estimation RC Farias, JM Brossier Signal Processing 93 (11), 3076-3087, 2013 | 11 | 2013 |
Optimal asymmetric binary quantization for estimation under symmetrically distributed noise RC Farias, E Moisan, JM Brossier IEEE Signal Processing Letters 21 (5), 523-526, 2014 | 9 | 2014 |
Canonical polyadic decomposition of hyperspectral patch tensors MA Veganzones, JE Cohen, RC Farias, K Usevich, L Drumetz, ... 2016 24th European Signal Processing Conference (EUSIPCO), 2176-2180, 2016 | 8 | 2016 |
Performance bounds for coupled models C Ren, RC Farias, PO Amblard, P Comon 2016 IEEE Sensor Array and Multichannel Signal Processing Workshop (SAM), 1-5, 2016 | 8 | 2016 |
Coherence constrained alternating least squares RC Farias, JH de Morais Goulart, P Comon 2018 26th European Signal Processing Conference (EUSIPCO), 613-617, 2018 | 6 | 2018 |
Joint tensor compression for coupled canonical polyadic decompositions JE Cohen, RC Farias, P Comon 2016 24th European Signal Processing Conference (EUSIPCO), 2285-2289, 2016 | 6 | 2016 |
Robust sensor placement for signal extraction F Ghayem, B Rivet, RC Farias, C Jutten IEEE Transactions on Signal Processing 69, 4513-4528, 2021 | 4 | 2021 |
Novo Método para a Identificação de Estado Estacionário Baseada na Estimativa da Autocorrelação Local RIG MEJIA, MB DUARTE, RC FARIAS, JO TRIERWEILER XVIII Congresso Brasileiro de Automática-CBA2010, 2010 | 4 | 2010 |
Gradient-based algorithm with spatial regularization for optimal sensor placement F Ghayem, B Rivet, C Jutten, RC Farias ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020 | 3 | 2020 |
Nonnegative CP decomposition of multiangle hyperspectral data: A case study on CRISM observations of martian ICY surface MA Veganzones, S Douté, JE Cohen, RC Farias, J Chanussot, P Comon 2016 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in …, 2016 | 3 | 2016 |
Compression des réseaux de neurones profonds à base de quantification uniforme et non-uniforme D Resmerita, RC Farias, BD de Dinechin, L Fillatre Colloque GRETSI, 2019 | 2 | 2019 |
Optimal sensor placement for signal extraction F Ghayem, B Rivet, C Jutten, RC Farias ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019 | 2 | 2019 |