![](https://dblp.uni-trier.de/img/logo.ua.320x120.png)
![](https://dblp.uni-trier.de/img/dropdown.dark.16x16.png)
![](https://dblp.uni-trier.de/img/peace.dark.16x16.png)
Остановите войну!
for scientists:
![search dblp search dblp](https://dblp.uni-trier.de/img/search.dark.16x16.png)
![search dblp](https://dblp.uni-trier.de/img/search.dark.16x16.png)
default search action
Ricardo Augusto Borsoi
Person information
Refine list
![note](https://dblp.uni-trier.de/img/note-mark.dark.12x12.png)
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
Journal Articles
- 2024
- [j23]Luciano C. Ayres
, Ricardo Augusto Borsoi
, José C. M. Bermudez
, Sérgio J. M. de Almeida
:
A Generalized Multiscale Bundle-Based Hyperspectral Sparse Unmixing Algorithm. IEEE Geosci. Remote. Sens. Lett. 21: 1-5 (2024) - 2023
- [j22]Diego Marques do Carmo, Ricardo Augusto Borsoi
, Márcio Holsbach Costa
:
Closed-Form Solution to the Multichannel Wiener Filter With Interaural Level Difference Preservation. IEEE ACM Trans. Audio Speech Lang. Process. 31: 2796-2811 (2023) - [j21]Ricardo Augusto Borsoi
, Deniz Erdogmus
, Tales Imbiriba
:
Learning Interpretable Deep Disentangled Neural Networks for Hyperspectral Unmixing. IEEE Trans. Computational Imaging 9: 977-991 (2023) - [j20]Xiuheng Wang
, Ricardo Augusto Borsoi
, Cédric Richard
, Jie Chen
:
Deep Hyperspectral and Multispectral Image Fusion With Inter-Image Variability. IEEE Trans. Geosci. Remote. Sens. 61: 1-15 (2023) - [j19]Ricardo Augusto Borsoi
, Tales Imbiriba
, Pau Closas
:
Dynamical Hyperspectral Unmixing With Variational Recurrent Neural Networks. IEEE Trans. Image Process. 32: 2279-2294 (2023) - 2022
- [j18]Diego Marques do Carmo, Ricardo Augusto Borsoi, Márcio Holsbach Costa:
Robust parameter strategy for Wiener-based binaural noise reduction methods in hearing aids. Biomed. Signal Process. Control. 74: 103461 (2022) - [j17]Ricardo Augusto Borsoi
, Tales Imbiriba
, Pau Closas
, José Carlos M. Bermudez
, Cédric Richard
:
Kalman Filtering and Expectation Maximization for Multitemporal Spectral Unmixing. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j16]Haoqing Li
, Ricardo Augusto Borsoi
, Tales Imbiriba
, Pau Closas
, José C. M. Bermudez
, Deniz Erdogmus
:
Model-Based Deep Autoencoder Networks for Nonlinear Hyperspectral Unmixing. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j15]Clémence Prévost
, Ricardo Augusto Borsoi, Konstantin Usevich, David Brie
, José C. M. Bermudez, Cédric Richard:
Hyperspectral Super-resolution Accounting for Spectral Variability: Coupled Tensor LL1-Based Recovery and Blind Unmixing of the Unknown Super-resolution Image. SIAM J. Imaging Sci. 15(1): 110-138 (2022) - [j14]Mircea Moscu
, Ricardo Augusto Borsoi
, Cédric Richard
, José Carlos M. Bermudez:
Graph Topology Inference With Derivative-Reproducing Property in RKHS: Algorithm and Convergence Analysis. IEEE Trans. Signal Inf. Process. over Networks 8: 78-91 (2022) - 2021
- [j13]Ricardo Augusto Borsoi
, Clémence Prévost
, Konstantin Usevich
, David Brie
, José C. M. Bermudez
, Cédric Richard
:
Coupled Tensor Decomposition for Hyperspectral and Multispectral Image Fusion With Inter-Image Variability. IEEE J. Sel. Top. Signal Process. 15(3): 702-717 (2021) - [j12]Ricardo Augusto Borsoi
, Tales Imbiriba
, José Carlos Moreira Bermudez, Cédric Richard
:
Deep Generative Models for Library Augmentation in Multiple Endmember Spectral Mixture Analysis. IEEE Geosci. Remote. Sens. Lett. 18(10): 1831-1835 (2021) - [j11]Ricardo Augusto Borsoi
, Tales Imbiriba
, José Carlos Moreira Bermudez
, Cédric Richard
:
Fast Unmixing and Change Detection in Multitemporal Hyperspectral Data. IEEE Trans. Computational Imaging 7: 975-988 (2021) - 2020
- [j10]Ricardo Augusto Borsoi
:
Robust online video super-resolution using an efficient alternating projections scheme. Signal Process. 172: 107575 (2020) - [j9]Ricardo Augusto Borsoi
, Tales Imbiriba
, José Carlos Moreira Bermudez
:
Deep Generative Endmember Modeling: An Application to Unsupervised Spectral Unmixing. IEEE Trans. Computational Imaging 6: 374-384 (2020) - [j8]Tales Imbiriba
, Ricardo Augusto Borsoi
, José Carlos Moreira Bermudez
:
Low-Rank Tensor Modeling for Hyperspectral Unmixing Accounting for Spectral Variability. IEEE Trans. Geosci. Remote. Sens. 58(3): 1833-1842 (2020) - [j7]Ricardo Augusto Borsoi
, Tales Imbiriba
, José Carlos Moreira Bermudez
:
Super-Resolution for Hyperspectral and Multispectral Image Fusion Accounting for Seasonal Spectral Variability. IEEE Trans. Image Process. 29: 116-127 (2020) - [j6]Ricardo Augusto Borsoi
, Tales Imbiriba
, José Carlos Moreira Bermudez
:
A Data Dependent Multiscale Model for Hyperspectral Unmixing With Spectral Variability. IEEE Trans. Image Process. 29: 3638-3651 (2020) - [j5]Ricardo Augusto Borsoi, Tales Imbiriba, José Carlos Moreira Bermudez
, Cédric Richard:
A Blind Multiscale Spatial Regularization Framework for Kernel-Based Spectral Unmixing. IEEE Trans. Image Process. 29: 4965-4979 (2020) - 2019
- [j4]Ricardo Augusto Borsoi
, Tales Imbiriba
, José Carlos Moreira Bermudez
, Cédric Richard
:
A Fast Multiscale Spatial Regularization for Sparse Hyperspectral Unmixing. IEEE Geosci. Remote. Sens. Lett. 16(4): 598-602 (2019) - [j3]Ricardo Augusto Borsoi
, Guilherme Holsbach Costa, José Carlos Moreira Bermudez
:
A New Adaptive Video Super-Resolution Algorithm With Improved Robustness to Innovations. IEEE Trans. Image Process. 28(2): 673-686 (2019) - 2018
- [j2]Ricardo Augusto Borsoi
, Julio Cesar Ceballos Aya, Guilherme Holsbach Costa
, José Carlos Moreira Bermudez
:
Super-resolution reconstruction of electrical impedance tomography images. Comput. Electr. Eng. 69: 1-13 (2018) - [j1]Ricardo Augusto Borsoi
, Guilherme Holsbach Costa:
On the Performance and Implementation of Parallax Free Video See-Through Displays. IEEE Trans. Vis. Comput. Graph. 24(6): 2011-2022 (2018)
Conference and Workshop Papers
- 2024
- [c20]Xiuheng Wang, Ricardo Augusto Borsoi, Cédric Richard:
Riemannian Diffusion Adaptation over Graphs with Application to Online Distributed PCA. ICASSP 2024: 9736-9740 - [c19]Ashutosh Singh, Ricardo Augusto Borsoi, Deniz Erdogmus, Tales Imbiriba:
Learning semilinear neural operators: A unified recursive framework for prediction and data assimilation. ICLR 2024 - [c18]Xiuheng Wang, Ricardo Augusto Borsoi, Cédric Richard:
Non-parametric Online Change Point Detection on Riemannian Manifolds. ICML 2024 - 2023
- [c17]Xiuheng Wang, Ricardo Augusto Borsoi, Cédric Richard, André Ferrari:
DIstributed Change Point Detection in Streaming Manifold-Valued Signals Over Graphs. ACSSC 2023: 689-693 - [c16]Helena Calatrava, Ricardo Augusto Borsoi, Tales Imbiriba, Pau Closas:
On the Impact of Sampling on Deep Sequential State Estimation. ACSSC 2023: 1362-1366 - [c15]Xiuheng Wang, Ricardo Augusto Borsoi, Cédric Richard:
Online Change Point Detection on Riemannian Manifolds with Karcher Mean Estimates. EUSIPCO 2023: 2033-2037 - [c14]Ricardo Augusto Borsoi, Tales Imbiriba, Deniz Erdogmus:
A Deep Disentangled Approach for Interpretable Hyperspectral Unmixing. ICASSP 2023: 1-2 - [c13]R. A. Borsoi, Isabell Lehmann, Mohammad A. B. S. Akhonda, Vince D. Calhoun
, Konstantin Usevich, David Brie, Tülay Adali:
Coupled CP Tensor Decomposition with Shared and Distinct Components for Multi-Task Fmri Data Fusion. ICASSP 2023: 1-5 - [c12]Xiuheng Wang, Ricardo Augusto Borsoi, Cédric Richard, Jie Chen:
Change Point Detection with Neural Online Density-Ratio Estimator. ICASSP 2023: 1-5 - 2022
- [c11]Xiuheng Wang, Ricardo Augusto Borsoi, Cédric Richard, Jie Chen:
Deep Image Fusion Accounting for Inter-Image Variability. IEEECONF 2022: 645-649 - 2021
- [c10]Ricardo Augusto Borsoi, Clémence Prévost, Konstantin Usevich, David Brie, José C. M. Bermudez, Cédric Richard:
Coupled Tensor Models Accounting for Inter-image Variability. ACSCC 2021: 1586-1590 - [c9]Luciano C. Ayres
, Sérgio J. M. de Almeida, José C. M. Bermudez, Ricardo Augusto Borsoi:
A Homogeneity-Based Multiscale Hyperspectral Image Representation for Sparse Spectral Unmixing. ICASSP 2021: 1460-1464 - [c8]Mircea Moscu, Ricardo Augusto Borsoi, Cédric Richard:
Convergence Analysis of the Graph-Topology-Inference Kernel LMS Algorithm. ICASSP 2021: 5375-5379 - 2020
- [c7]R. A. Borsoi, Cédric Richard, André Ferrari, Jie Chen, José Carlos M. Bermudez
:
Online Graph-Based Change Point Detection in Multiband Image Sequences. EUSIPCO 2020: 850-854 - [c6]Mircea Moscu, Ricardo Augusto Borsoi, Cédric Richard:
Online Kernel-Based Graph Topology Identification with Partial-Derivative-Imposed Sparsity. EUSIPCO 2020: 2190-2194 - [c5]Mircea Moscu, Ricardo Augusto Borsoi, Cédric Richard:
Online Graph Topology Inference with Kernels For Brain Connectivity Estimation. ICASSP 2020: 1200-1204 - 2019
- [c4]Ricardo Augusto Borsoi, Tales Imbiriba, José Carlos Moreira Bermudez
:
Improved Hyperspectral Unmixing with Endmember Variability Parametrized Using an Interpolated Scaling Tensor. ICASSP 2019: 2177-2181 - 2018
- [c3]Tales Imbiriba, Ricardo Augusto Borsoi, José Carlos Moreira Bermudez
:
Generalized Linear Mixing Model Accounting for Endmember Variability. ICASSP 2018: 1862-1866 - [c2]Tales Imbiriba, Ricardo Augusto Borsoi, José Carlos Moreira Bermudez
:
A Low-Rank Tensor Regularization Strategy for Hyperspectral Unmixing. SSP 2018: 373-377 - 2017
- [c1]Ricardo Augusto Borsoi, Guilherme Holsbach Costa, José Carlos Moreira Bermudez
:
A new adaptive video SRR algorithm with improved robustness to innovations. EUSIPCO 2017: 1505-1509
Data and Artifacts
- 2023
- [d2]Haoqing Li
, Bhavya Duvvuri, Ricardo Augusto Borsoi
, Tales Imbiriba
, Edward Beighley
, Deniz Erdogmus
, Pau Closas
:
Online Fusion of Multi-resolution Multispectral Images with Weakly Supervised Temporal Dynamics. Zenodo, 2023 - 2022
- [d1]Helena Calatrava
, Bhavya Duvvuri
, Haoqing Li
, Ricardo Augusto Borsoi
, Tales Imbiriba
, Edward Beighley
, Deniz Erdogmus
, Pau Closas
:
Sentinel-2 Images from Oroville Dam and Charles River. Zenodo, 2022
Informal and Other Publications
- 2024
- [i22]Luciano Carvalho Ayres, Ricardo Augusto Borsoi, José Carlos Moreira Bermudez, Sérgio Jose Melo de Almeida:
A Generalized Multiscale Bundle-Based Hyperspectral Sparse Unmixing Algorithm. CoRR abs/2401.13161 (2024) - [i21]Ashutosh Singh, Ricardo Augusto Borsoi, Deniz Erdogmus, Tales Imbiriba:
Learning Semilinear Neural Operators : A Unified Recursive Framework For Prediction And Data Assimilation. CoRR abs/2402.15656 (2024) - [i20]Luciano Carvalho Ayres, Sérgio Jose Melo de Almeida, José Carlos Moreira Bermudez, Ricardo Augusto Borsoi:
Hierarchical Homogeneity-Based Superpixel Segmentation: Application to Hyperspectral Image Analysis. CoRR abs/2407.15321 (2024) - 2023
- [i19]Ricardo Augusto Borsoi, Tales Imbiriba, Pau Closas:
Dynamical Hyperspectral Unmixing with Variational Recurrent Neural Networks. CoRR abs/2303.10566 (2023) - [i18]Ricardo Augusto Borsoi, Deniz Erdogmus, Tales Imbiriba:
Learning Interpretable Deep Disentangled Neural Networks for Hyperspectral Unmixing. CoRR abs/2310.02340 (2023) - [i17]Helena Calatrava, Ricardo Augusto Borsoi, Tales Imbiriba, Pau Closas:
On the Impact of Sampling on Deep Sequential State Estimation. CoRR abs/2311.17006 (2023) - 2021
- [i16]Haoqing Li, Ricardo Augusto Borsoi, Tales Imbiriba, Pau Closas, José Carlos Moreira Bermudez, Deniz Erdogmus:
Model-Based Deep Autoencoder Networks for Nonlinear Hyperspectral Unmixing. CoRR abs/2104.08409 (2021) - [i15]Diego Marques do Carmo, Ricardo Augusto Borsoi, Márcio H. Costa:
Robust parameter design for Wiener-based binaural noise reduction methods in hearing aids. CoRR abs/2104.09615 (2021) - 2020
- [i14]Ricardo Augusto Borsoi, Tales Imbiriba, Pau Closas, José Carlos Moreira Bermudez, Cédric Richard:
Kalman Filtering and Expectation Maximization for Multitemporal Spectral Unmixing. CoRR abs/2001.00425 (2020) - 2019
- [i13]Ricardo Augusto Borsoi, Tales Imbiriba, José Carlos Moreira Bermudez:
Improved Hyperspectral Unmixing With Endmember Variability Parametrized Using an Interpolated Scaling Tensor. CoRR abs/1901.00463 (2019) - [i12]Ricardo Augusto Borsoi, Tales Imbiriba, José Carlos Moreira Bermudez:
Deep Generative Endmember Modeling: An Application to Unsupervised Spectral Unmixing. CoRR abs/1902.05528 (2019) - [i11]Ricardo Augusto Borsoi, Tales Imbiriba, José Carlos Moreira Bermudez, Cédric Richard:
A Blind Multiscale Spatial Regularization Framework for Kernel-based Spectral Unmixing. CoRR abs/1908.06925 (2019) - [i10]Ricardo Augusto Borsoi:
Robust Online Video Super-Resolution Using an Efficient Alternating Projections Scheme. CoRR abs/1909.00073 (2019) - [i9]Ricardo Augusto Borsoi, Tales Imbiriba, José Carlos Moreira Bermudez, Cédric Richard:
Deep Generative Models for Library Augmentation in Multiple Endmember Spectral Mixture Analysis. CoRR abs/1909.09741 (2019) - 2018
- [i8]Tales Imbiriba, Ricardo Augusto Borsoi, José Carlos Moreira Bermudez:
A Low-rank Tensor Regularization Strategy for Hyperspectral Unmixing. CoRR abs/1803.06355 (2018) - [i7]Ricardo Augusto Borsoi, Tales Imbiriba, José Carlos Moreira Bermudez:
A Data Dependent Multiscale Model for Hyperspectral Unmixing With Spectral Variability. CoRR abs/1808.01047 (2018) - [i6]Ricardo Augusto Borsoi, Tales Imbiriba, José Carlos Moreira Bermudez:
Super-Resolution for Hyperspectral and Multispectral Image Fusion Accounting for Seasonal Spectral Variability. CoRR abs/1808.10072 (2018) - [i5]Tales Imbiriba, Ricardo Augusto Borsoi, José Carlos Moreira Bermudez:
Low-Rank Tensor Modeling for Hyperspectral Unmixing Accounting for Spectral Variability. CoRR abs/1811.02413 (2018) - 2017
- [i4]R. A. Borsoi, Julio Cesar Ceballos Aya, Guilherme Holsbach Costa, José C. M. Bermudez:
Super-Resolution Reconstruction of Electrical Impedance Tomography Images. CoRR abs/1701.00031 (2017) - [i3]Ricardo Augusto Borsoi, Guilherme Holsbach Costa, José Carlos Moreira Bermudez:
A New Adaptive Video SRR Algorithm With Improved Robustness to Innovations. CoRR abs/1706.04695 (2017) - [i2]Tales Imbiriba, Ricardo Augusto Borsoi, José Carlos Moreira Bermudez:
Generalized linear mixing model accounting for endmember variability. CoRR abs/1710.07723 (2017) - [i1]Ricardo Augusto Borsoi, Tales Imbiriba, José Carlos Moreira Bermudez, Cédric Richard:
Tech Report: A Fast Multiscale Spatial Regularization for Sparse Hyperspectral Unmixing. CoRR abs/1712.01770 (2017)
Coauthor Index
![](https://dblp.uni-trier.de/img/cog.dark.24x24.png)
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
Unpaywalled article links
Add open access links from to the list of external document links (if available).
Privacy notice: By enabling the option above, your browser will contact the API of unpaywall.org to load hyperlinks to open access articles. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Unpaywall privacy policy.
Archived links via Wayback Machine
For web page which are no longer available, try to retrieve content from the of the Internet Archive (if available).
Privacy notice: By enabling the option above, your browser will contact the API of archive.org to check for archived content of web pages that are no longer available. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Internet Archive privacy policy.
Reference lists
Add a list of references from ,
, and
to record detail pages.
load references from crossref.org and opencitations.net
Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar.
Citation data
Add a list of citing articles from and
to record detail pages.
load citations from opencitations.net
Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the OpenCitations privacy policy as well as the AI2 Privacy Policy covering Semantic Scholar.
OpenAlex data
Load additional information about publications from .
Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the information given by OpenAlex.
last updated on 2024-09-04 01:23 CEST by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint