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ORCIDBibTeX records: Ricardo Augusto Borsoi
@article{DBLP:journals/lgrs/AyresBBA24,
author = {Luciano C. Ayres and
Ricardo Augusto Borsoi and
Jos{\'{e}} C. M. Bermudez and
S{\'{e}}rgio J. M. de Almeida},
title = {A Generalized Multiscale Bundle-Based Hyperspectral Sparse Unmixing
Algorithm},
journal = {{IEEE} Geosci. Remote. Sens. Lett.},
volume = {21},
pages = {1--5},
year = {2024},
url = {https://doi.org/10.1109/LGRS.2024.3358694},
doi = {10.1109/LGRS.2024.3358694},
timestamp = {Sat, 16 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/lgrs/AyresBBA24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-13161,
author = {Luciano Carvalho Ayres and
Ricardo Augusto Borsoi and
Jos{\'{e}} Carlos Moreira Bermudez and
S{\'{e}}rgio Jose Melo de Almeida},
title = {A Generalized Multiscale Bundle-Based Hyperspectral Sparse Unmixing
Algorithm},
journal = {CoRR},
volume = {abs/2401.13161},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.13161},
doi = {10.48550/ARXIV.2401.13161},
eprinttype = {arXiv},
eprint = {2401.13161},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-13161.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-15656,
author = {Ashutosh Singh and
Ricardo Augusto Borsoi and
Deniz Erdogmus and
Tales Imbiriba},
title = {Learning Semilinear Neural Operators : {A} Unified Recursive Framework
For Prediction And Data Assimilation},
journal = {CoRR},
volume = {abs/2402.15656},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.15656},
doi = {10.48550/ARXIV.2402.15656},
eprinttype = {arXiv},
eprint = {2402.15656},
timestamp = {Mon, 25 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-15656.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/taslp/CarmoBC23,
author = {Diego Marques do Carmo and
Ricardo Augusto Borsoi and
M{\'{a}}rcio Holsbach Costa},
title = {Closed-Form Solution to the Multichannel Wiener Filter With Interaural
Level Difference Preservation},
journal = {{IEEE} {ACM} Trans. Audio Speech Lang. Process.},
volume = {31},
pages = {2796--2811},
year = {2023},
url = {https://doi.org/10.1109/TASLP.2023.3291530},
doi = {10.1109/TASLP.2023.3291530},
timestamp = {Fri, 18 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/taslp/CarmoBC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tci/BorsoiEI23,
author = {Ricardo Augusto Borsoi and
Deniz Erdogmus and
Tales Imbiriba},
title = {Learning Interpretable Deep Disentangled Neural Networks for Hyperspectral
Unmixing},
journal = {{IEEE} Trans. Computational Imaging},
volume = {9},
pages = {977--991},
year = {2023},
url = {https://doi.org/10.1109/TCI.2023.3321985},
doi = {10.1109/TCI.2023.3321985},
timestamp = {Tue, 28 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tci/BorsoiEI23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tgrs/WangBRC23,
author = {Xiuheng Wang and
Ricardo Augusto Borsoi and
C{\'{e}}dric Richard and
Jie Chen},
title = {Deep Hyperspectral and Multispectral Image Fusion With Inter-Image
Variability},
journal = {{IEEE} Trans. Geosci. Remote. Sens.},
volume = {61},
pages = {1--15},
year = {2023},
url = {https://doi.org/10.1109/TGRS.2023.3273118},
doi = {10.1109/TGRS.2023.3273118},
timestamp = {Fri, 02 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tgrs/WangBRC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tip/BorsoiIC23,
author = {Ricardo Augusto Borsoi and
Tales Imbiriba and
Pau Closas},
title = {Dynamical Hyperspectral Unmixing With Variational Recurrent Neural
Networks},
journal = {{IEEE} Trans. Image Process.},
volume = {32},
pages = {2279--2294},
year = {2023},
url = {https://doi.org/10.1109/TIP.2023.3266660},
doi = {10.1109/TIP.2023.3266660},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tip/BorsoiIC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acssc/WangBRF23,
author = {Xiuheng Wang and
Ricardo Augusto Borsoi and
C{\'{e}}dric Richard and
Andr{\'{e}} Ferrari},
title = {DIstributed Change Point Detection in Streaming Manifold-Valued Signals
Over Graphs},
booktitle = {57th Asilomar Conference on Signals, Systems, and Computers, {ACSSC}
2023, Pacific Grove, CA, USA, October 29 - Nov. 1, 2023},
pages = {689--693},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/IEEECONF59524.2023.10477092},
doi = {10.1109/IEEECONF59524.2023.10477092},
timestamp = {Tue, 09 Apr 2024 10:37:41 +0200},
biburl = {https://dblp.org/rec/conf/acssc/WangBRF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acssc/CalatravaBIC23,
author = {Helena Calatrava and
Ricardo Augusto Borsoi and
Tales Imbiriba and
Pau Closas},
title = {On the Impact of Sampling on Deep Sequential State Estimation},
booktitle = {57th Asilomar Conference on Signals, Systems, and Computers, {ACSSC}
2023, Pacific Grove, CA, USA, October 29 - Nov. 1, 2023},
pages = {1362--1366},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/IEEECONF59524.2023.10476916},
doi = {10.1109/IEEECONF59524.2023.10476916},
timestamp = {Tue, 09 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acssc/CalatravaBIC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eusipco/WangBR23,
author = {Xiuheng Wang and
Ricardo Augusto Borsoi and
C{\'{e}}dric Richard},
title = {Online Change Point Detection on Riemannian Manifolds with Karcher
Mean Estimates},
booktitle = {31st European Signal Processing Conference, {EUSIPCO} 2023, Helsinki,
Finland, September 4-8, 2023},
pages = {2033--2037},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.23919/EUSIPCO58844.2023.10289744},
doi = {10.23919/EUSIPCO58844.2023.10289744},
timestamp = {Mon, 06 Nov 2023 12:35:15 +0100},
biburl = {https://dblp.org/rec/conf/eusipco/WangBR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/BorsoiIE23,
author = {Ricardo Augusto Borsoi and
Tales Imbiriba and
Deniz Erdogmus},
title = {A Deep Disentangled Approach for Interpretable Hyperspectral Unmixing},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing
{ICASSP} 2023, Rhodes Island, Greece, June 4-10, 2023},
pages = {1--2},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICASSP49357.2023.10095764},
doi = {10.1109/ICASSP49357.2023.10095764},
timestamp = {Sun, 05 Nov 2023 16:51:21 +0100},
biburl = {https://dblp.org/rec/conf/icassp/BorsoiIE23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/BorsoiLACUBA23,
author = {R. A. Borsoi and
Isabell Lehmann and
Mohammad A. B. S. Akhonda and
Vince D. Calhoun and
Konstantin Usevich and
David Brie and
T{\"{u}}lay Adali},
title = {Coupled {CP} Tensor Decomposition with Shared and Distinct Components
for Multi-Task Fmri Data Fusion},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing
{ICASSP} 2023, Rhodes Island, Greece, June 4-10, 2023},
pages = {1--5},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICASSP49357.2023.10096241},
doi = {10.1109/ICASSP49357.2023.10096241},
timestamp = {Sun, 05 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icassp/BorsoiLACUBA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/WangBRC23,
author = {Xiuheng Wang and
Ricardo Augusto Borsoi and
C{\'{e}}dric Richard and
Jie Chen},
title = {Change Point Detection with Neural Online Density-Ratio Estimator},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing
{ICASSP} 2023, Rhodes Island, Greece, June 4-10, 2023},
pages = {1--5},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICASSP49357.2023.10095321},
doi = {10.1109/ICASSP49357.2023.10095321},
timestamp = {Sun, 05 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icassp/WangBRC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-10566,
author = {Ricardo Augusto Borsoi and
Tales Imbiriba and
Pau Closas},
title = {Dynamical Hyperspectral Unmixing with Variational Recurrent Neural
Networks},
journal = {CoRR},
volume = {abs/2303.10566},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.10566},
doi = {10.48550/ARXIV.2303.10566},
eprinttype = {arXiv},
eprint = {2303.10566},
timestamp = {Wed, 22 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-10566.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-02340,
author = {Ricardo Augusto Borsoi and
Deniz Erdogmus and
Tales Imbiriba},
title = {Learning Interpretable Deep Disentangled Neural Networks for Hyperspectral
Unmixing},
journal = {CoRR},
volume = {abs/2310.02340},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.02340},
doi = {10.48550/ARXIV.2310.02340},
eprinttype = {arXiv},
eprint = {2310.02340},
timestamp = {Thu, 26 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-02340.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-17006,
author = {Helena Calatrava and
Ricardo Augusto Borsoi and
Tales Imbiriba and
Pau Closas},
title = {On the Impact of Sampling on Deep Sequential State Estimation},
journal = {CoRR},
volume = {abs/2311.17006},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.17006},
doi = {10.48550/ARXIV.2311.17006},
eprinttype = {arXiv},
eprint = {2311.17006},
timestamp = {Mon, 04 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-17006.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bspc/CarmoBC22,
author = {Diego Marques do Carmo and
Ricardo Augusto Borsoi and
M{\'{a}}rcio Holsbach Costa},
title = {Robust parameter strategy for Wiener-based binaural noise reduction
methods in hearing aids},
journal = {Biomed. Signal Process. Control.},
volume = {74},
pages = {103461},
year = {2022},
url = {https://doi.org/10.1016/j.bspc.2021.103461},
doi = {10.1016/J.BSPC.2021.103461},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bspc/CarmoBC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/lgrs/BorsoiICBR22,
author = {Ricardo Augusto Borsoi and
Tales Imbiriba and
Pau Closas and
Jos{\'{e}} Carlos M. Bermudez and
C{\'{e}}dric Richard},
title = {Kalman Filtering and Expectation Maximization for Multitemporal Spectral
Unmixing},
journal = {{IEEE} Geosci. Remote. Sens. Lett.},
volume = {19},
pages = {1--5},
year = {2022},
url = {https://doi.org/10.1109/LGRS.2020.3025781},
doi = {10.1109/LGRS.2020.3025781},
timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/lgrs/BorsoiICBR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/lgrs/LiBICBE22,
author = {Haoqing Li and
Ricardo Augusto Borsoi and
Tales Imbiriba and
Pau Closas and
Jos{\'{e}} C. M. Bermudez and
Deniz Erdogmus},
title = {Model-Based Deep Autoencoder Networks for Nonlinear Hyperspectral
Unmixing},
journal = {{IEEE} Geosci. Remote. Sens. Lett.},
volume = {19},
pages = {1--5},
year = {2022},
url = {https://doi.org/10.1109/LGRS.2021.3075138},
doi = {10.1109/LGRS.2021.3075138},
timestamp = {Fri, 21 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/lgrs/LiBICBE22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamis/PrevostBUBBR22,
author = {Cl{\'{e}}mence Pr{\'{e}}vost and
Ricardo Augusto Borsoi and
Konstantin Usevich and
David Brie and
Jos{\'{e}} C. M. Bermudez and
C{\'{e}}dric Richard},
title = {Hyperspectral Super-resolution Accounting for Spectral Variability:
Coupled Tensor LL1-Based Recovery and Blind Unmixing of the Unknown
Super-resolution Image},
journal = {{SIAM} J. Imaging Sci.},
volume = {15},
number = {1},
pages = {110--138},
year = {2022},
url = {https://doi.org/10.1137/21m1409354},
doi = {10.1137/21M1409354},
timestamp = {Thu, 22 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/siamis/PrevostBUBBR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsipn/MoscuBRB22,
author = {Mircea Moscu and
Ricardo Augusto Borsoi and
C{\'{e}}dric Richard and
Jos{\'{e}} Carlos M. Bermudez},
title = {Graph Topology Inference With Derivative-Reproducing Property in {RKHS:}
Algorithm and Convergence Analysis},
journal = {{IEEE} Trans. Signal Inf. Process. over Networks},
volume = {8},
pages = {78--91},
year = {2022},
url = {https://doi.org/10.1109/TSIPN.2022.3146050},
doi = {10.1109/TSIPN.2022.3146050},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tsipn/MoscuBRB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acssc/WangBRC22,
author = {Xiuheng Wang and
Ricardo Augusto Borsoi and
C{\'{e}}dric Richard and
Jie Chen},
title = {Deep Image Fusion Accounting for Inter-Image Variability},
booktitle = {56th Asilomar Conference on Signals, Systems, and Computers, {ACSSC}
2022, Pacific Grove, CA, USA, October 31 - Nov. 2, 2022},
pages = {645--649},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/IEEECONF56349.2022.10051954},
doi = {10.1109/IEEECONF56349.2022.10051954},
timestamp = {Fri, 10 Mar 2023 11:53:17 +0100},
biburl = {https://dblp.org/rec/conf/acssc/WangBRC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jstsp/BorsoiPUBBR21,
author = {Ricardo Augusto Borsoi and
Cl{\'{e}}mence Pr{\'{e}}vost and
Konstantin Usevich and
David Brie and
Jos{\'{e}} C. M. Bermudez and
C{\'{e}}dric Richard},
title = {Coupled Tensor Decomposition for Hyperspectral and Multispectral Image
Fusion With Inter-Image Variability},
journal = {{IEEE} J. Sel. Top. Signal Process.},
volume = {15},
number = {3},
pages = {702--717},
year = {2021},
url = {https://doi.org/10.1109/JSTSP.2021.3054338},
doi = {10.1109/JSTSP.2021.3054338},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jstsp/BorsoiPUBBR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/lgrs/BorsoiIBR21,
author = {Ricardo Augusto Borsoi and
Tales Imbiriba and
Jos{\'{e}} Carlos Moreira Bermudez and
C{\'{e}}dric Richard},
title = {Deep Generative Models for Library Augmentation in Multiple Endmember
Spectral Mixture Analysis},
journal = {{IEEE} Geosci. Remote. Sens. Lett.},
volume = {18},
number = {10},
pages = {1831--1835},
year = {2021},
url = {https://doi.org/10.1109/LGRS.2020.3007161},
doi = {10.1109/LGRS.2020.3007161},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/lgrs/BorsoiIBR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tci/BorsoiIBR21,
author = {Ricardo Augusto Borsoi and
Tales Imbiriba and
Jos{\'{e}} Carlos Moreira Bermudez and
C{\'{e}}dric Richard},
title = {Fast Unmixing and Change Detection in Multitemporal Hyperspectral
Data},
journal = {{IEEE} Trans. Computational Imaging},
volume = {7},
pages = {975--988},
year = {2021},
url = {https://doi.org/10.1109/TCI.2021.3112118},
doi = {10.1109/TCI.2021.3112118},
timestamp = {Wed, 03 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tci/BorsoiIBR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acssc/BorsoiPUBBR21,
author = {Ricardo Augusto Borsoi and
Cl{\'{e}}mence Pr{\'{e}}vost and
Konstantin Usevich and
David Brie and
Jos{\'{e}} C. M. Bermudez and
C{\'{e}}dric Richard},
title = {Coupled Tensor Models Accounting for Inter-image Variability},
booktitle = {55th Asilomar Conference on Signals, Systems, and Computers, {ACSSC}
2021, Pacific Grove, CA, USA, October 31 - November 3, 2021},
pages = {1586--1590},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/IEEECONF53345.2021.9723178},
doi = {10.1109/IEEECONF53345.2021.9723178},
timestamp = {Tue, 08 Mar 2022 11:22:10 +0100},
biburl = {https://dblp.org/rec/conf/acssc/BorsoiPUBBR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/AyresABB21,
author = {Luciano C. Ayres and
S{\'{e}}rgio J. M. de Almeida and
Jos{\'{e}} C. M. Bermudez and
Ricardo Augusto Borsoi},
title = {A Homogeneity-Based Multiscale Hyperspectral Image Representation
for Sparse Spectral Unmixing},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
{ICASSP} 2021, Toronto, ON, Canada, June 6-11, 2021},
pages = {1460--1464},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICASSP39728.2021.9415024},
doi = {10.1109/ICASSP39728.2021.9415024},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/AyresABB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/MoscuBR21,
author = {Mircea Moscu and
Ricardo Augusto Borsoi and
C{\'{e}}dric Richard},
title = {Convergence Analysis of the Graph-Topology-Inference Kernel {LMS}
Algorithm},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
{ICASSP} 2021, Toronto, ON, Canada, June 6-11, 2021},
pages = {5375--5379},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICASSP39728.2021.9413693},
doi = {10.1109/ICASSP39728.2021.9413693},
timestamp = {Fri, 09 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/MoscuBR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-08409,
author = {Haoqing Li and
Ricardo Augusto Borsoi and
Tales Imbiriba and
Pau Closas and
Jos{\'{e}} Carlos Moreira Bermudez and
Deniz Erdogmus},
title = {Model-Based Deep Autoencoder Networks for Nonlinear Hyperspectral
Unmixing},
journal = {CoRR},
volume = {abs/2104.08409},
year = {2021},
url = {https://arxiv.org/abs/2104.08409},
eprinttype = {arXiv},
eprint = {2104.08409},
timestamp = {Tue, 27 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2104-08409.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-09615,
author = {Diego Marques do Carmo and
Ricardo Augusto Borsoi and
M{\'{a}}rcio H. Costa},
title = {Robust parameter design for Wiener-based binaural noise reduction
methods in hearing aids},
journal = {CoRR},
volume = {abs/2104.09615},
year = {2021},
url = {https://arxiv.org/abs/2104.09615},
eprinttype = {arXiv},
eprint = {2104.09615},
timestamp = {Sun, 06 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2104-09615.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigpro/Borsoi20,
author = {Ricardo Augusto Borsoi},
title = {Robust online video super-resolution using an efficient alternating
projections scheme},
journal = {Signal Process.},
volume = {172},
pages = {107575},
year = {2020},
url = {https://doi.org/10.1016/j.sigpro.2020.107575},
doi = {10.1016/J.SIGPRO.2020.107575},
timestamp = {Tue, 16 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sigpro/Borsoi20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tci/BorsoiIB20,
author = {Ricardo Augusto Borsoi and
Tales Imbiriba and
Jos{\'{e}} Carlos Moreira Bermudez},
title = {Deep Generative Endmember Modeling: An Application to Unsupervised
Spectral Unmixing},
journal = {{IEEE} Trans. Computational Imaging},
volume = {6},
pages = {374--384},
year = {2020},
url = {https://doi.org/10.1109/TCI.2019.2948726},
doi = {10.1109/TCI.2019.2948726},
timestamp = {Tue, 03 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tci/BorsoiIB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tgrs/ImbiribaBB20,
author = {Tales Imbiriba and
Ricardo Augusto Borsoi and
Jos{\'{e}} Carlos Moreira Bermudez},
title = {Low-Rank Tensor Modeling for Hyperspectral Unmixing Accounting for
Spectral Variability},
journal = {{IEEE} Trans. Geosci. Remote. Sens.},
volume = {58},
number = {3},
pages = {1833--1842},
year = {2020},
url = {https://doi.org/10.1109/TGRS.2019.2949543},
doi = {10.1109/TGRS.2019.2949543},
timestamp = {Tue, 12 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tgrs/ImbiribaBB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tip/BorsoiIB20,
author = {Ricardo Augusto Borsoi and
Tales Imbiriba and
Jos{\'{e}} Carlos Moreira Bermudez},
title = {Super-Resolution for Hyperspectral and Multispectral Image Fusion
Accounting for Seasonal Spectral Variability},
journal = {{IEEE} Trans. Image Process.},
volume = {29},
pages = {116--127},
year = {2020},
url = {https://doi.org/10.1109/TIP.2019.2928895},
doi = {10.1109/TIP.2019.2928895},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tip/BorsoiIB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tip/BorsoiIB20a,
author = {Ricardo Augusto Borsoi and
Tales Imbiriba and
Jos{\'{e}} Carlos Moreira Bermudez},
title = {A Data Dependent Multiscale Model for Hyperspectral Unmixing With
Spectral Variability},
journal = {{IEEE} Trans. Image Process.},
volume = {29},
pages = {3638--3651},
year = {2020},
url = {https://doi.org/10.1109/TIP.2020.2963959},
doi = {10.1109/TIP.2020.2963959},
timestamp = {Sat, 30 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tip/BorsoiIB20a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tip/BorsoiIBR20,
author = {Ricardo Augusto Borsoi and
Tales Imbiriba and
Jos{\'{e}} Carlos Moreira Bermudez and
C{\'{e}}dric Richard},
title = {A Blind Multiscale Spatial Regularization Framework for Kernel-Based
Spectral Unmixing},
journal = {{IEEE} Trans. Image Process.},
volume = {29},
pages = {4965--4979},
year = {2020},
url = {https://doi.org/10.1109/TIP.2020.2978342},
doi = {10.1109/TIP.2020.2978342},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tip/BorsoiIBR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eusipco/BorsoiRFCB20,
author = {R. A. Borsoi and
C{\'{e}}dric Richard and
Andr{\'{e}} Ferrari and
Jie Chen and
Jos{\'{e}} Carlos M. Bermudez},
title = {Online Graph-Based Change Point Detection in Multiband Image Sequences},
booktitle = {28th European Signal Processing Conference, {EUSIPCO} 2020, Amsterdam,
Netherlands, January 18-21, 2021},
pages = {850--854},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.23919/Eusipco47968.2020.9287747},
doi = {10.23919/EUSIPCO47968.2020.9287747},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eusipco/BorsoiRFCB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eusipco/MoscuBR20,
author = {Mircea Moscu and
Ricardo Augusto Borsoi and
C{\'{e}}dric Richard},
title = {Online Kernel-Based Graph Topology Identification with Partial-Derivative-Imposed
Sparsity},
booktitle = {28th European Signal Processing Conference, {EUSIPCO} 2020, Amsterdam,
Netherlands, January 18-21, 2021},
pages = {2190--2194},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.23919/Eusipco47968.2020.9287624},
doi = {10.23919/EUSIPCO47968.2020.9287624},
timestamp = {Fri, 08 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/eusipco/MoscuBR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/MoscuBR20,
author = {Mircea Moscu and
Ricardo Augusto Borsoi and
C{\'{e}}dric Richard},
title = {Online Graph Topology Inference with Kernels For Brain Connectivity
Estimation},
booktitle = {2020 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2020, Barcelona, Spain, May 4-8, 2020},
pages = {1200--1204},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ICASSP40776.2020.9053148},
doi = {10.1109/ICASSP40776.2020.9053148},
timestamp = {Thu, 23 Jul 2020 16:19:28 +0200},
biburl = {https://dblp.org/rec/conf/icassp/MoscuBR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2001-00425,
author = {Ricardo Augusto Borsoi and
Tales Imbiriba and
Pau Closas and
Jos{\'{e}} Carlos Moreira Bermudez and
C{\'{e}}dric Richard},
title = {Kalman Filtering and Expectation Maximization for Multitemporal Spectral
Unmixing},
journal = {CoRR},
volume = {abs/2001.00425},
year = {2020},
url = {http://arxiv.org/abs/2001.00425},
eprinttype = {arXiv},
eprint = {2001.00425},
timestamp = {Mon, 13 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2001-00425.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/lgrs/BorsoiIBR19,
author = {Ricardo Augusto Borsoi and
Tales Imbiriba and
Jos{\'{e}} Carlos Moreira Bermudez and
C{\'{e}}dric Richard},
title = {A Fast Multiscale Spatial Regularization for Sparse Hyperspectral
Unmixing},
journal = {{IEEE} Geosci. Remote. Sens. Lett.},
volume = {16},
number = {4},
pages = {598--602},
year = {2019},
url = {https://doi.org/10.1109/LGRS.2018.2878394},
doi = {10.1109/LGRS.2018.2878394},
timestamp = {Thu, 09 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/lgrs/BorsoiIBR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tip/BorsoiCB19,
author = {Ricardo Augusto Borsoi and
Guilherme Holsbach Costa and
Jos{\'{e}} Carlos Moreira Bermudez},
title = {A New Adaptive Video Super-Resolution Algorithm With Improved Robustness
to Innovations},
journal = {{IEEE} Trans. Image Process.},
volume = {28},
number = {2},
pages = {673--686},
year = {2019},
url = {https://doi.org/10.1109/TIP.2018.2866181},
doi = {10.1109/TIP.2018.2866181},
timestamp = {Sat, 30 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tip/BorsoiCB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/BorsoiIB19,
author = {Ricardo Augusto Borsoi and
Tales Imbiriba and
Jos{\'{e}} Carlos Moreira Bermudez},
title = {Improved Hyperspectral Unmixing with Endmember Variability Parametrized
Using an Interpolated Scaling Tensor},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
{ICASSP} 2019, Brighton, United Kingdom, May 12-17, 2019},
pages = {2177--2181},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/ICASSP.2019.8683155},
doi = {10.1109/ICASSP.2019.8683155},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/BorsoiIB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1901-00463,
author = {Ricardo Augusto Borsoi and
Tales Imbiriba and
Jos{\'{e}} Carlos Moreira Bermudez},
title = {Improved Hyperspectral Unmixing With Endmember Variability Parametrized
Using an Interpolated Scaling Tensor},
journal = {CoRR},
volume = {abs/1901.00463},
year = {2019},
url = {http://arxiv.org/abs/1901.00463},
eprinttype = {arXiv},
eprint = {1901.00463},
timestamp = {Thu, 31 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1901-00463.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1902-05528,
author = {Ricardo Augusto Borsoi and
Tales Imbiriba and
Jos{\'{e}} Carlos Moreira Bermudez},
title = {Deep Generative Endmember Modeling: An Application to Unsupervised
Spectral Unmixing},
journal = {CoRR},
volume = {abs/1902.05528},
year = {2019},
url = {http://arxiv.org/abs/1902.05528},
eprinttype = {arXiv},
eprint = {1902.05528},
timestamp = {Tue, 21 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1902-05528.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1908-06925,
author = {Ricardo Augusto Borsoi and
Tales Imbiriba and
Jos{\'{e}} Carlos Moreira Bermudez and
C{\'{e}}dric Richard},
title = {A Blind Multiscale Spatial Regularization Framework for Kernel-based
Spectral Unmixing},
journal = {CoRR},
volume = {abs/1908.06925},
year = {2019},
url = {http://arxiv.org/abs/1908.06925},
eprinttype = {arXiv},
eprint = {1908.06925},
timestamp = {Mon, 26 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1908-06925.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-00073,
author = {Ricardo Augusto Borsoi},
title = {Robust Online Video Super-Resolution Using an Efficient Alternating
Projections Scheme},
journal = {CoRR},
volume = {abs/1909.00073},
year = {2019},
url = {http://arxiv.org/abs/1909.00073},
eprinttype = {arXiv},
eprint = {1909.00073},
timestamp = {Mon, 16 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-00073.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-09741,
author = {Ricardo Augusto Borsoi and
Tales Imbiriba and
Jos{\'{e}} Carlos Moreira Bermudez and
C{\'{e}}dric Richard},
title = {Deep Generative Models for Library Augmentation in Multiple Endmember
Spectral Mixture Analysis},
journal = {CoRR},
volume = {abs/1909.09741},
year = {2019},
url = {http://arxiv.org/abs/1909.09741},
eprinttype = {arXiv},
eprint = {1909.09741},
timestamp = {Fri, 27 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-09741.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cee/BorsoiACB18,
author = {Ricardo Augusto Borsoi and
Julio Cesar Ceballos Aya and
Guilherme Holsbach Costa and
Jos{\'{e}} Carlos Moreira Bermudez},
title = {Super-resolution reconstruction of electrical impedance tomography
images},
journal = {Comput. Electr. Eng.},
volume = {69},
pages = {1--13},
year = {2018},
url = {https://doi.org/10.1016/j.compeleceng.2018.05.013},
doi = {10.1016/J.COMPELECENG.2018.05.013},
timestamp = {Wed, 19 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cee/BorsoiACB18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tvcg/BorsoiC18,
author = {Ricardo Augusto Borsoi and
Guilherme Holsbach Costa},
title = {On the Performance and Implementation of Parallax Free Video See-Through
Displays},
journal = {{IEEE} Trans. Vis. Comput. Graph.},
volume = {24},
number = {6},
pages = {2011--2022},
year = {2018},
url = {https://doi.org/10.1109/TVCG.2017.2705184},
doi = {10.1109/TVCG.2017.2705184},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tvcg/BorsoiC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/ImbiribaBB18,
author = {Tales Imbiriba and
Ricardo Augusto Borsoi and
Jos{\'{e}} Carlos Moreira Bermudez},
title = {Generalized Linear Mixing Model Accounting for Endmember Variability},
booktitle = {2018 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2018, Calgary, AB, Canada, April 15-20, 2018},
pages = {1862--1866},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/ICASSP.2018.8462214},
doi = {10.1109/ICASSP.2018.8462214},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/ImbiribaBB18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ssp/ImbiribaBB18,
author = {Tales Imbiriba and
Ricardo Augusto Borsoi and
Jos{\'{e}} Carlos Moreira Bermudez},
title = {A Low-Rank Tensor Regularization Strategy for Hyperspectral Unmixing},
booktitle = {2018 {IEEE} Statistical Signal Processing Workshop, {SSP} 2018, Freiburg
im Breisgau, Germany, June 10-13, 2018},
pages = {373--377},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/SSP.2018.8450853},
doi = {10.1109/SSP.2018.8450853},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ssp/ImbiribaBB18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1803-06355,
author = {Tales Imbiriba and
Ricardo Augusto Borsoi and
Jos{\'{e}} Carlos Moreira Bermudez},
title = {A Low-rank Tensor Regularization Strategy for Hyperspectral Unmixing},
journal = {CoRR},
volume = {abs/1803.06355},
year = {2018},
url = {http://arxiv.org/abs/1803.06355},
eprinttype = {arXiv},
eprint = {1803.06355},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1803-06355.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1808-01047,
author = {Ricardo Augusto Borsoi and
Tales Imbiriba and
Jos{\'{e}} Carlos Moreira Bermudez},
title = {A Data Dependent Multiscale Model for Hyperspectral Unmixing With
Spectral Variability},
journal = {CoRR},
volume = {abs/1808.01047},
year = {2018},
url = {http://arxiv.org/abs/1808.01047},
eprinttype = {arXiv},
eprint = {1808.01047},
timestamp = {Sun, 02 Sep 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1808-01047.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1808-10072,
author = {Ricardo Augusto Borsoi and
Tales Imbiriba and
Jos{\'{e}} Carlos Moreira Bermudez},
title = {Super-Resolution for Hyperspectral and Multispectral Image Fusion
Accounting for Seasonal Spectral Variability},
journal = {CoRR},
volume = {abs/1808.10072},
year = {2018},
url = {http://arxiv.org/abs/1808.10072},
eprinttype = {arXiv},
eprint = {1808.10072},
timestamp = {Mon, 03 Sep 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1808-10072.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-02413,
author = {Tales Imbiriba and
Ricardo Augusto Borsoi and
Jos{\'{e}} Carlos Moreira Bermudez},
title = {Low-Rank Tensor Modeling for Hyperspectral Unmixing Accounting for
Spectral Variability},
journal = {CoRR},
volume = {abs/1811.02413},
year = {2018},
url = {http://arxiv.org/abs/1811.02413},
eprinttype = {arXiv},
eprint = {1811.02413},
timestamp = {Thu, 22 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-02413.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eusipco/BorsoiCB17,
author = {Ricardo Augusto Borsoi and
Guilherme Holsbach Costa and
Jos{\'{e}} Carlos Moreira Bermudez},
title = {A new adaptive video {SRR} algorithm with improved robustness to innovations},
booktitle = {25th European Signal Processing Conference, {EUSIPCO} 2017, Kos, Greece,
August 28 - September 2, 2017},
pages = {1505--1509},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.23919/EUSIPCO.2017.8081460},
doi = {10.23919/EUSIPCO.2017.8081460},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eusipco/BorsoiCB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BorsoiACB17,
author = {R. A. Borsoi and
Julio Cesar Ceballos Aya and
Guilherme Holsbach Costa and
Jos{\'{e}} C. M. Bermudez},
title = {Super-Resolution Reconstruction of Electrical Impedance Tomography
Images},
journal = {CoRR},
volume = {abs/1701.00031},
year = {2017},
url = {http://arxiv.org/abs/1701.00031},
eprinttype = {arXiv},
eprint = {1701.00031},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BorsoiACB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BorsoiCB17,
author = {Ricardo Augusto Borsoi and
Guilherme Holsbach Costa and
Jos{\'{e}} Carlos Moreira Bermudez},
title = {A New Adaptive Video {SRR} Algorithm With Improved Robustness to Innovations},
journal = {CoRR},
volume = {abs/1706.04695},
year = {2017},
url = {http://arxiv.org/abs/1706.04695},
eprinttype = {arXiv},
eprint = {1706.04695},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BorsoiCB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1710-07723,
author = {Tales Imbiriba and
Ricardo Augusto Borsoi and
Jos{\'{e}} Carlos Moreira Bermudez},
title = {Generalized linear mixing model accounting for endmember variability},
journal = {CoRR},
volume = {abs/1710.07723},
year = {2017},
url = {http://arxiv.org/abs/1710.07723},
eprinttype = {arXiv},
eprint = {1710.07723},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1710-07723.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1712-01770,
author = {Ricardo Augusto Borsoi and
Tales Imbiriba and
Jos{\'{e}} Carlos Moreira Bermudez and
C{\'{e}}dric Richard},
title = {Tech Report: {A} Fast Multiscale Spatial Regularization for Sparse
Hyperspectral Unmixing},
journal = {CoRR},
volume = {abs/1712.01770},
year = {2017},
url = {http://arxiv.org/abs/1712.01770},
eprinttype = {arXiv},
eprint = {1712.01770},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1712-01770.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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