| 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 | 199 | 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 | 116 | 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 | 107 | 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 | 99 | 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 | 93 | 2018 |
| Coupled tensor decomposition for hyperspectral and multispectral image fusion with inter-image variability RA Borsoi, C Prévost, K Usevich, D Brie, JCM Bermudez, C Richard IEEE Journal of Selected Topics in Signal Processing 15 (3), 702-717, 2021 | 58 | 2021 |
| 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 | 57 | 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 | 41 | 2020 |
| 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 | 31 | 2021 |
| 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 | 29 | 2018 |
| Super-resolution reconstruction of electrical impedance tomography images RA Borsoi, JCC Aya, GH Costa, JCM Bermudez Computers & electrical engineering 69, 1-13, 2018 | 28 | 2018 |
| 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 |
| 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 | 23 | 2020 |
| Hyperspectral super-resolution accounting for spectral variability: Coupled tensor LL1-based recovery and blind unmixing of the unknown super-resolution image C Prévost, RA Borsoi, K Usevich, D Brie, JCM Bermudez, C Richard SIAM Journal on Imaging Sciences 15 (1), 110-138, 2022 | 19 | 2022 |
| 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 | 17 | 2020 |
| Fast unmixing and change detection in multitemporal hyperspectral data RA Borsoi, T Imbiriba, JCM Bermudez, C Richard IEEE Transactions on Computational Imaging 7, 975-988, 2021 | 14 | 2021 |
| Improved hyperspectral unmixing with endmember variability parametrized using an interpolated scaling tensor RA Borsoi, T Imbiriba, JCM Bermudez ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019 | 14 | 2019 |
| A new adaptive video super-resolution algorithm with improved robustness to innovations RA Borsoi, GH Costa, JCM Bermudez IEEE transactions on image processing 28 (2), 673-686, 2018 | 14 | 2018 |
| Online graph topology inference with kernels for brain connectivity estimation M Moscu, R Borsoi, C Richard ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020 | 13 | 2020 |
| Dynamical hyperspectral unmixing with variational recurrent neural networks RA Borsoi, T Imbiriba, P Closas IEEE Transactions on Image Processing 32, 2279-2294, 2023 | 11 | 2023 |
J. C. M. BermudezUniversidade Federal de Santa CatarinaBestätigte E-Mail-Adresse bei ieee.org
