Dynamical Hyperspectral Unmixing with Variational Recurrent Neural Networks
Borsoi, Ricardo A., Imbiriba, Tales, Closas, Pau
Published in IEEE transactions on image processing (01.01.2023)
Published in IEEE transactions on image processing (01.01.2023)
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Journal Article
Recursive classification of satellite imaging time-series: An application to land cover mapping
Calatrava, Helena, Duvvuri, Bhavya, Li, Haoqing, Borsoi, Ricardo, Beighley, Edward, Erdoğmuş, Deniz, Closas, Pau, Imbiriba, Tales
Published in ISPRS journal of photogrammetry and remote sensing (01.12.2024)
Published in ISPRS journal of photogrammetry and remote sensing (01.12.2024)
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Journal Article
Online fusion of multi-resolution multispectral images with weakly supervised temporal dynamics
Li, Haoqing, Duvvuri, Bhavya, Borsoi, Ricardo, Imbiriba, Tales, Beighley, Edward, Erdoğmuş, Deniz, Closas, Pau
Published in ISPRS journal of photogrammetry and remote sensing (01.02.2023)
Published in ISPRS journal of photogrammetry and remote sensing (01.02.2023)
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Journal Article
Coupled Tensor Decomposition for Hyperspectral and Multispectral Image Fusion With Inter-Image Variability
Borsoi, Ricardo A., Prevost, Clemence, Usevich, Konstantin, Brie, David, Bermudez, Jose C. M., Richard, Cedric
Published in IEEE journal of selected topics in signal processing (01.04.2021)
Published in IEEE journal of selected topics in signal processing (01.04.2021)
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Journal Article
Graph Topology Inference With Derivative-Reproducing Property in RKHS: Algorithm and Convergence Analysis
Moscu, Mircea, Borsoi, Ricardo, Richard, Cedric, Bermudez, Jose-Carlos
Published in IEEE transactions on signal and information processing over networks (01.01.2022)
Published in IEEE transactions on signal and information processing over networks (01.01.2022)
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Journal Article
Coupled Tensor Models Accounting for Inter-image Variability
Borsoi, Ricardo A., Prevost, Clemence, Usevich, Konstantin, Brie, David, Bermudez, Jose C.M., Richard, Cedric
Published in 2021 55th Asilomar Conference on Signals, Systems, and Computers (31.10.2021)
Published in 2021 55th Asilomar Conference on Signals, Systems, and Computers (31.10.2021)
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Conference Proceeding
A Homogeneity-Based Multiscale Hyperspectral Image Representation for Sparse Spectral Unmixing
Ayres, Luciano C., de Almeida, Sergio J. M., Bermudez, Jose C. M., Borsoi, Ricardo A.
Published in ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (06.06.2021)
Published in ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (06.06.2021)
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Conference Proceeding
Online Kernel-Based Graph Topology Identification with Partial-Derivative-Imposed Sparsity
Moscu, Mircea, Borsoi, Ricardo, Richard, Cedric
Published in 2020 28th European Signal Processing Conference (EUSIPCO) (24.01.2021)
Published in 2020 28th European Signal Processing Conference (EUSIPCO) (24.01.2021)
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Conference Proceeding