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Ricardo Borsoi
Ricardo Borsoi
University of Lorraine, CNRS, Nancy, France
Dirección de correo verificada de ucs.br - Página principal
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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
2092021
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
1192019
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
1122019
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
1012018
Generalized linear mixing model accounting for endmember variability
T Imbiriba, RA Borsoi, JCM Bermudez
2018 IEEE International Conference on Acoustics, Speech and Signal …, 2018
952018
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
602021
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
602019
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
412020
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
332021
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
312018
Super-resolution reconstruction of electrical impedance tomography images
RA Borsoi, JCC Aya, GH Costa, JCM Bermudez
Computers & electrical engineering 69, 1-13, 2018
282018
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
272020
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
262020
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
212022
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
182020
Dynamical hyperspectral unmixing with variational recurrent neural networks
RA Borsoi, T Imbiriba, P Closas
IEEE Transactions on Image Processing 32, 2279-2294, 2023
152023
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
142021
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
142019
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
142018
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
132020
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