| Spectral variability in hyperspectral data unmixing: A comprehensive review RA Borsoi, T Imbiriba, JCM Bermudez, C Richard, J Chanussot, ... IEEE geoscience and remote sensing magazine 9 (4), 223-270, 2021 | 226 | 2021 |
| Deep generative endmember modeling: An application to unsupervised spectral unmixing RA Borsoi, T Imbiriba, JCM Bermudez IEEE Transactions on Computational Imaging 6, 374-384, 2019 | 126 | 2019 |
| Super-resolution for hyperspectral and multispectral image fusion accounting for seasonal spectral variability RA Borsoi, T Imbiriba, JCM Bermudez IEEE transactions on image processing 29, 116-127, 2019 | 114 | 2019 |
| A fast multiscale spatial regularization for sparse hyperspectral unmixing RA Borsoi, T Imbiriba, JCM Bermudez, C Richard IEEE Geoscience and Remote Sensing Letters 16 (4), 598-602, 2018 | 105 | 2018 |
| Generalized linear mixing model accounting for endmember variability T Imbiriba, RA Borsoi, JCM Bermudez 2018 IEEE International Conference on Acoustics, Speech and Signal …, 2018 | 101 | 2018 |
| Low-rank tensor modeling for hyperspectral unmixing accounting for spectral variability T Imbiriba, RA Borsoi, JCM Bermudez IEEE Transactions on Geoscience and Remote Sensing 58 (3), 1833-1842, 2019 | 61 | 2019 |
| A data dependent multiscale model for hyperspectral unmixing with spectral variability RA Borsoi, T Imbiriba, JCM Bermudez IEEE Transactions on Image Processing 29, 3638-3651, 2020 | 46 | 2020 |
| Nonparametric detection of nonlinearly mixed pixels and endmember estimation in hyperspectral images T Imbiriba, JCM Bermudez, C Richard, JY Tourneret IEEE Transactions on Image Processing 25 (3), 1136-1151, 2015 | 37 | 2015 |
| Personalized federated learning over non-iid data for indoor localization P Wu, T Imbiriba, J Park, S Kim, P Closas 2021 IEEE 22nd International Workshop on Signal Processing Advances in …, 2021 | 35 | 2021 |
| Model-based deep autoencoder networks for nonlinear hyperspectral unmixing H Li, RA Borsoi, T Imbiriba, P Closas, JCM Bermudez, D Erdoğmuş IEEE Geoscience and Remote Sensing Letters 19, 1-5, 2021 | 35 | 2021 |
| Band selection for nonlinear unmixing of hyperspectral images as a maximal clique problem T Imbiriba, JCM Bermudez, C Richard IEEE Transactions on Image Processing 26 (5), 2179-2191, 2017 | 32 | 2017 |
| Federated learning for indoor localization via model reliability with dropout J Park, J Moon, T Kim, P Wu, T Imbiriba, P Closas, S Kim IEEE Communications Letters 26 (7), 1553-1557, 2022 | 31 | 2022 |
| A low-rank tensor regularization strategy for hyperspectral unmixing T Imbiriba, RA Borsoi, JCM Bermudez 2018 IEEE Statistical Signal Processing Workshop (SSP), 373-377, 2018 | 31 | 2018 |
| A blind multiscale spatial regularization framework for kernel-based spectral unmixing RA Borsoi, T Imbiriba, JCM Bermudez, C Richard IEEE Transactions on Image Processing 29, 4965-4979, 2020 | 28 | 2020 |
| Deep generative models for library augmentation in multiple endmember spectral mixture analysis RA Borsoi, T Imbiriba, JCM Bermudez, C Richard IEEE Geoscience and Remote Sensing Letters 18 (10), 1831-1835, 2020 | 26 | 2020 |
| Dynamical hyperspectral unmixing with variational recurrent neural networks RA Borsoi, T Imbiriba, P Closas IEEE Transactions on Image Processing 32, 2279-2294, 2023 | 21 | 2023 |
| Neural network-based OFDM receiver for resource constrained IoT devices N Soltani, H Cheng, M Belgiovine, Y Li, H Li, B Azari, S D'Oro, T Imbiriba, ... IEEE Internet of Things Magazine 5 (3), 158-164, 2022 | 19 | 2022 |
| Band selection in RKHS for fast nonlinear unmixing of hyperspectral images T Imbiriba, JCM Bermudez, C Richard, JY Tourneret 2015 23rd European Signal Processing Conference (EUSIPCO), 1651-1655, 2015 | 19 | 2015 |
| Kalman filtering and expectation maximization for multitemporal spectral unmixing RA Borsoi, T Imbiriba, P Closas, JCM Bermudez, C Richard IEEE Geoscience and Remote Sensing Letters 19, 1-5, 2020 | 18 | 2020 |
| Detection of nonlinear mixtures using Gaussian processes: Application to hyperspectral imaging T Imbiriba, JCM Bermudez, JY Tourneret, C Richard 2014 IEEE International Conference on Acoustics, Speech and Signal …, 2014 | 17 | 2014 |
Ricardo BorsoiUniversity of Lorraine, CNRS, Nancy, FranceVerified email at ucs.br
