Ricardo Augusto Borsoi

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 60

Top Topics

Change Point Detection

Tensor Decomposition

Top Venues

IEEE Trans. Image Process.

IEEE Geosci. Remote. Sens. Lett.

Publications

Ashutosh Singh, Ricardo Augusto Borsoi, Deniz Erdogmus, Tales Imbiriba
Learning Semilinear Neural Operators : A Unified Recursive Framework For Prediction And Data Assimilation. CoRR (2024)
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 (2024)
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 (2024)
Xiuheng Wang, Ricardo Augusto Borsoi, Cédric Richard
Riemannian Diffusion Adaptation over Graphs with Application to Online Distributed PCA. ICASSP (2024)
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 (2024)
Ashutosh Singh, Ricardo Augusto Borsoi, Deniz Erdogmus, Tales Imbiriba
Learning semilinear neural operators: A unified recursive framework for prediction and data assimilation. ICLR (2024)
Helena Calatrava, Ricardo Augusto Borsoi, Tales Imbiriba, Pau Closas
On the Impact of Sampling on Deep Sequential State Estimation. ACSSC (2023)
Helena Calatrava, Ricardo Augusto Borsoi, Tales Imbiriba, Pau Closas
On the Impact of Sampling on Deep Sequential State Estimation. CoRR (2023)
Ricardo Augusto Borsoi, Deniz Erdogmus, Tales Imbiriba
Learning Interpretable Deep Disentangled Neural Networks for Hyperspectral Unmixing. IEEE Trans. Computational Imaging 9 (2023)
Ricardo Augusto Borsoi, Tales Imbiriba, Pau Closas
Dynamical Hyperspectral Unmixing With Variational Recurrent Neural Networks. IEEE Trans. Image Process. 32 (2023)
Ricardo Augusto Borsoi, Tales Imbiriba, Deniz Erdogmus
A Deep Disentangled Approach for Interpretable Hyperspectral Unmixing. ICASSP (2023)
Xiuheng Wang, Ricardo Augusto Borsoi, Cédric Richard, André Ferrari
DIstributed Change Point Detection in Streaming Manifold-Valued Signals Over Graphs. ACSSC (2023)
Ricardo Augusto Borsoi, Tales Imbiriba, Pau Closas
Dynamical Hyperspectral Unmixing with Variational Recurrent Neural Networks. CoRR (2023)
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 (2023)
Ricardo Augusto Borsoi, Deniz Erdogmus, Tales Imbiriba
Learning Interpretable Deep Disentangled Neural Networks for Hyperspectral Unmixing. CoRR (2023)
Xiuheng Wang, Ricardo Augusto Borsoi, Cédric Richard
Online Change Point Detection on Riemannian Manifolds with Karcher Mean Estimates. EUSIPCO (2023)
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 (2023)
Xiuheng Wang, Ricardo Augusto Borsoi, Cédric Richard, Jie Chen
Change Point Detection with Neural Online Density-Ratio Estimator. ICASSP (2023)
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 (2022)
Xiuheng Wang, Ricardo Augusto Borsoi, Cédric Richard, Jie Chen
Deep Image Fusion Accounting for Inter-Image Variability. IEEECONF (2022)
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 (2022)
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 (2022)
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) (2022)
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 (2022)
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 (2021)
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) (2021)
Mircea Moscu, Ricardo Augusto Borsoi, Cédric Richard
Convergence Analysis of the Graph-Topology-Inference Kernel LMS Algorithm. ICASSP (2021)
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) (2021)
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 (2021)
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)
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)
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 (2020)
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 (2020)
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) (2020)
Mircea Moscu, Ricardo Augusto Borsoi, Cédric Richard
Online Kernel-Based Graph Topology Identification with Partial-Derivative-Imposed Sparsity. EUSIPCO (2020)
Ricardo Augusto Borsoi, Tales Imbiriba, José Carlos Moreira Bermudez
Deep Generative Endmember Modeling: An Application to Unsupervised Spectral Unmixing. IEEE Trans. Computational Imaging 6 (2020)
Ricardo Augusto Borsoi, Tales Imbiriba, Pau Closas, José Carlos Moreira Bermudez, Cédric Richard
Kalman Filtering and Expectation Maximization for Multitemporal Spectral Unmixing. CoRR (2020)
Ricardo Augusto Borsoi
Robust online video super-resolution using an efficient alternating projections scheme. Signal Process. 172 (2020)
Mircea Moscu, Ricardo Augusto Borsoi, Cédric Richard
Online Graph Topology Inference with Kernels For Brain Connectivity Estimation. ICASSP (2020)
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 (2020)
Ricardo Augusto Borsoi, Tales Imbiriba, José Carlos Moreira Bermudez, Cédric Richard
Deep Generative Models for Library Augmentation in Multiple Endmember Spectral Mixture Analysis. CoRR (2019)
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) (2019)
Ricardo Augusto Borsoi, Tales Imbiriba, José Carlos Moreira Bermudez, Cédric Richard
A Blind Multiscale Spatial Regularization Framework for Kernel-based Spectral Unmixing. CoRR (2019)
Ricardo Augusto Borsoi, Tales Imbiriba, José Carlos Moreira Bermudez
Improved Hyperspectral Unmixing With Endmember Variability Parametrized Using an Interpolated Scaling Tensor. CoRR (2019)
Ricardo Augusto Borsoi, Tales Imbiriba, José Carlos Moreira Bermudez
Improved Hyperspectral Unmixing with Endmember Variability Parametrized Using an Interpolated Scaling Tensor. ICASSP (2019)
Ricardo Augusto Borsoi
Robust Online Video Super-Resolution Using an Efficient Alternating Projections Scheme. CoRR (2019)
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) (2019)
Ricardo Augusto Borsoi, Tales Imbiriba, José Carlos Moreira Bermudez
Deep Generative Endmember Modeling: An Application to Unsupervised Spectral Unmixing. CoRR (2019)
Tales Imbiriba, Ricardo Augusto Borsoi, José Carlos Moreira Bermudez
A Low-Rank Tensor Regularization Strategy for Hyperspectral Unmixing. SSP (2018)
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) (2018)
Ricardo Augusto Borsoi, Tales Imbiriba, José Carlos Moreira Bermudez
Super-Resolution for Hyperspectral and Multispectral Image Fusion Accounting for Seasonal Spectral Variability. CoRR (2018)
Ricardo Augusto Borsoi, Tales Imbiriba, José Carlos Moreira Bermudez
A Data Dependent Multiscale Model for Hyperspectral Unmixing With Spectral Variability. CoRR (2018)
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 (2018)
Tales Imbiriba, Ricardo Augusto Borsoi, José Carlos Moreira Bermudez
Generalized Linear Mixing Model Accounting for Endmember Variability. ICASSP (2018)
Tales Imbiriba, Ricardo Augusto Borsoi, José Carlos Moreira Bermudez
Low-Rank Tensor Modeling for Hyperspectral Unmixing Accounting for Spectral Variability. CoRR (2018)
Tales Imbiriba, Ricardo Augusto Borsoi, José Carlos Moreira Bermudez
A Low-rank Tensor Regularization Strategy for Hyperspectral Unmixing. CoRR (2018)
Tales Imbiriba, Ricardo Augusto Borsoi, José Carlos Moreira Bermudez
Generalized linear mixing model accounting for endmember variability. CoRR (2017)
Ricardo Augusto Borsoi, Tales Imbiriba, José Carlos Moreira Bermudez, Cédric Richard
Tech Report: A Fast Multiscale Spatial Regularization for Sparse Hyperspectral Unmixing. CoRR (2017)
Ricardo Augusto Borsoi, Guilherme Holsbach Costa, José Carlos Moreira Bermudez
A New Adaptive Video SRR Algorithm With Improved Robustness to Innovations. CoRR (2017)
Ricardo Augusto Borsoi, Guilherme Holsbach Costa, José Carlos Moreira Bermudez
A new adaptive video SRR algorithm with improved robustness to innovations. EUSIPCO (2017)