A new adaptive video SRR algorithm with improved robustness to innovations. - Ricardo Augusto Borsoi; Guilherme Holsbach Costa; José Carlos Moreira Bermudez (EUSIPCO, 2017)

Tech Report: A Fast Multiscale Spatial Regularization for Sparse Hyperspectral Unmixing. - Ricardo Augusto Borsoi; Tales Imbiriba; José Carlos Moreira Bermudez; Cédric Richard (CoRR, 2017)

Generalized Linear Mixing Model Accounting for Endmember Variability. - Tales Imbiriba; Ricardo Augusto Borsoi; José Carlos Moreira Bermudez (ICASSP, 2018)

A Low-Rank Tensor Regularization Strategy for Hyperspectral Unmixing. - Tales Imbiriba; Ricardo Augusto Borsoi; José Carlos Moreira Bermudez (SSP, 2018)

Super-resolution reconstruction of electrical impedance tomography images. - Ricardo Augusto Borsoi; Julio Cesar Ceballos Aya; Guilherme Holsbach Costa; José Carlos Moreira Bermudez (Comput. Electr. Eng., 2018)

On the Performance and Implementation of Parallax Free Video See-Through Displays. - Ricardo Augusto Borsoi; Guilherme Holsbach Costa (IEEE Trans. Vis. Comput. Graph., 2018)

Improved Hyperspectral Unmixing with Endmember Variability Parametrized Using an Interpolated Scaling Tensor. - Ricardo Augusto Borsoi; Tales Imbiriba; José Carlos Moreira Bermudez (ICASSP, 2019)

A Fast Multiscale Spatial Regularization for Sparse Hyperspectral Unmixing. - Ricardo Augusto Borsoi; Tales Imbiriba; José Carlos Moreira Bermudez; Cédric Richard (IEEE Geosci. Remote. Sens. Lett., 2019)

A New Adaptive Video Super-Resolution Algorithm With Improved Robustness to Innovations. - Ricardo Augusto Borsoi; Guilherme Holsbach Costa; José Carlos Moreira Bermudez (IEEE Trans. Image Process., 2019)

Online Graph-Based Change Point Detection in Multiband Image Sequences. - R. A. Borsoi; Cédric Richard; André Ferrari; Jie Chen 022; José Carlos M. Bermudez (EUSIPCO, 2020)

Online Kernel-Based Graph Topology Identification with Partial-Derivative-Imposed Sparsity. - Mircea Moscu; Ricardo Augusto Borsoi; Cédric Richard (EUSIPCO, 2020)

Online Graph Topology Inference with Kernels For Brain Connectivity Estimation. - Mircea Moscu; Ricardo Augusto Borsoi; Cédric Richard (ICASSP, 2020)

Robust online video super-resolution using an efficient alternating projections scheme. - Ricardo Augusto Borsoi (Signal Process., 2020)

Deep Generative Endmember Modeling: An Application to Unsupervised Spectral Unmixing. - Ricardo Augusto Borsoi; Tales Imbiriba; José Carlos Moreira Bermudez (IEEE Trans. Computational Imaging, 2020)

Low-Rank Tensor Modeling for Hyperspectral Unmixing Accounting for Spectral Variability. - Tales Imbiriba; Ricardo Augusto Borsoi; José Carlos Moreira Bermudez (IEEE Trans. Geosci. Remote. Sens., 2020)

Super-Resolution for Hyperspectral and Multispectral Image Fusion Accounting for Seasonal Spectral Variability. - Ricardo Augusto Borsoi; Tales Imbiriba; José Carlos Moreira Bermudez (IEEE Trans. Image Process., 2020)

A Data Dependent Multiscale Model for Hyperspectral Unmixing With Spectral Variability. - Ricardo Augusto Borsoi; Tales Imbiriba; José Carlos Moreira Bermudez (IEEE Trans. Image Process., 2020)

A Blind Multiscale Spatial Regularization Framework for Kernel-Based Spectral Unmixing. - Ricardo Augusto Borsoi; Tales Imbiriba; José Carlos Moreira Bermudez; Cédric Richard (IEEE Trans. Image Process., 2020)

Coupled Tensor Models Accounting for Inter-image Variability. - Ricardo Augusto Borsoi; Clémence Prévost; Konstantin Usevich; David Brie; José C. M. Bermudez; Cédric Richard (ACSCC, 2021)

A Homogeneity-Based Multiscale Hyperspectral Image Representation for Sparse Spectral Unmixing. - Luciano C. Ayres; Sérgio J. M. de Almeida; José C. M. Bermudez; Ricardo Augusto Borsoi (ICASSP, 2021)

Convergence Analysis of the Graph-Topology-Inference Kernel LMS Algorithm. - Mircea Moscu; Ricardo Augusto Borsoi; Cédric Richard (ICASSP, 2021)

Robust parameter design for Wiener-based binaural noise reduction methods in hearing aids. - Diego Marques do Carmo; Ricardo Augusto Borsoi; Márcio H. Costa (CoRR, 2021)

Coupled Tensor Decomposition for Hyperspectral and Multispectral Image Fusion With Inter-Image Variability. - Ricardo Augusto Borsoi; Clémence Prévost; Konstantin Usevich; David Brie; José C. M. Bermudez; Cédric Richard (IEEE J. Sel. Top. Signal Process., 2021)

Deep Generative Models for Library Augmentation in Multiple Endmember Spectral Mixture Analysis. - Ricardo Augusto Borsoi; Tales Imbiriba; José Carlos Moreira Bermudez; Cédric Richard (IEEE Geosci. Remote. Sens. Lett., 2021)

Fast Unmixing and Change Detection in Multitemporal Hyperspectral Data. - Ricardo Augusto Borsoi; Tales Imbiriba; José Carlos Moreira Bermudez; Cédric Richard (IEEE Trans. Computational Imaging, 2021)

Spectral variability in hyperspectral unmixing: multiscale, tensor, and neural network-based approaches - Ricardo Augusto Borsoi (2021)

Deep Image Fusion Accounting for Inter-Image Variability. - Xiuheng Wang; Ricardo Augusto Borsoi; Cédric Richard; Jie Chen 022 (IEEECONF, 2022)

Robust parameter strategy for Wiener-based binaural noise reduction methods in hearing aids. - Diego Marques do Carmo; Ricardo Augusto Borsoi; Márcio Holsbach Costa (Biomed. Signal Process. Control., 2022)

Kalman Filtering and Expectation Maximization for Multitemporal Spectral Unmixing. - Ricardo Augusto Borsoi; Tales Imbiriba; Pau Closas; José Carlos M. Bermudez; Cédric Richard (IEEE Geosci. Remote. Sens. Lett., 2022)

Model-Based Deep Autoencoder Networks for Nonlinear Hyperspectral Unmixing. - Haoqing Li 001; Ricardo Augusto Borsoi; Tales Imbiriba; Pau Closas; José C. M. Bermudez; Deniz Erdogmus (IEEE Geosci. Remote. Sens. Lett., 2022)

Hyperspectral Super-resolution Accounting for Spectral Variability: Coupled Tensor LL1-Based Recovery and Blind Unmixing of the Unknown Super-resolution Image. - Clémence Prévost; Ricardo Augusto Borsoi; Konstantin Usevich; David Brie; José C. M. Bermudez; Cédric Richard (SIAM J. Imaging Sci., 2022)

Graph Topology Inference With Derivative-Reproducing Property in RKHS: Algorithm and Convergence Analysis. - Mircea Moscu; Ricardo Augusto Borsoi; Cédric Richard; José Carlos M. Bermudez (IEEE Trans. Signal Inf. Process. over Networks, 2022)

Sentinel-2 Images from Oroville Dam and Charles River. - Helena Calatrava; Bhavya Duvvuri; Haoqing Li 001; Ricardo Augusto Borsoi; Tales Imbiriba; Edward Beighley; Deniz Erdogmus; Pau Closas (Zenodo, 2022)

On the Impact of Sampling on Deep Sequential State Estimation. - Helena Calatrava; Ricardo Augusto Borsoi; Tales Imbiriba; Pau Closas (ACSSC, 2023)

DIstributed Change Point Detection in Streaming Manifold-Valued Signals Over Graphs. - Xiuheng Wang; Ricardo Augusto Borsoi; Cédric Richard; André Ferrari (ACSSC, 2023)

Online Change Point Detection on Riemannian Manifolds with Karcher Mean Estimates. - Xiuheng Wang; Ricardo Augusto Borsoi; Cédric Richard (EUSIPCO, 2023)

A Deep Disentangled Approach for Interpretable Hyperspectral Unmixing. - Ricardo Augusto Borsoi; Tales Imbiriba; Deniz Erdogmus (ICASSP, 2023)

Coupled CP Tensor Decomposition with Shared and Distinct Components for Multi-Task Fmri Data Fusion. - R. A. Borsoi; Isabell Lehmann; Mohammad A. B. S. Akhonda; Vince D. Calhoun; Konstantin Usevich; David Brie; Tülay Adali (ICASSP, 2023)

Change Point Detection with Neural Online Density-Ratio Estimator. - Xiuheng Wang; Ricardo Augusto Borsoi; Cédric Richard; Jie Chen 022 (ICASSP, 2023)

Closed-Form Solution to the Multichannel Wiener Filter With Interaural Level Difference Preservation. - Diego Marques do Carmo; Ricardo Augusto Borsoi; Márcio Holsbach Costa (IEEE ACM Trans. Audio Speech Lang. Process., 2023)

Learning Interpretable Deep Disentangled Neural Networks for Hyperspectral Unmixing. - Ricardo Augusto Borsoi; Deniz Erdogmus; Tales Imbiriba (IEEE Trans. Computational Imaging, 2023)

Deep Hyperspectral and Multispectral Image Fusion With Inter-Image Variability. - Xiuheng Wang; Ricardo Augusto Borsoi; Cédric Richard; Jie Chen 022 (IEEE Trans. Geosci. Remote. Sens., 2023)

Dynamical Hyperspectral Unmixing With Variational Recurrent Neural Networks. - Ricardo Augusto Borsoi; Tales Imbiriba; Pau Closas (IEEE Trans. Image Process., 2023)

Online Fusion of Multi-resolution Multispectral Images with Weakly Supervised Temporal Dynamics. - Haoqing Li 001; Bhavya Duvvuri; Ricardo Augusto Borsoi; Tales Imbiriba; Edward Beighley; Deniz Erdogmus; Pau Closas (Zenodo, 2023)

A Variational Approach for Robust Online Fusion of Multiresolution Multispectral Images. - Haoqing Li 001; Ricardo Augusto Borsoi; Tales Imbiriba; Pau Closas (EUSIPCO, 2024)

Riemannian Diffusion Adaptation over Graphs with Application to Online Distributed PCA. - Xiuheng Wang; Ricardo Augusto Borsoi; Cédric Richard (ICASSP, 2024)

Learning semilinear neural operators: A unified recursive framework for prediction and data assimilation. - Ashutosh Singh; Ricardo Augusto Borsoi; Deniz Erdogmus; Tales Imbiriba (ICLR, 2024)

Non-parametric Online Change Point Detection on Riemannian Manifolds. - Xiuheng Wang; Ricardo Augusto Borsoi; Cédric Richard (ICML, 2024)

Hierarchical Homogeneity-Based Superpixel Segmentation: Application to Hyperspectral Image Analysis. - Luciano Carvalho Ayres; Sérgio Jose Melo de Almeida; José Carlos Moreira Bermudez; Ricardo Augusto Borsoi (CoRR, 2024)

KODA: A Data-Driven Recursive Model for Time Series Forecasting and Data Assimilation using Koopman Operators. - Ashutosh Singh; Ashish Singh; Tales Imbiriba; Deniz Erdogmus; Ricardo Augusto Borsoi (CoRR, 2024)

A Generalized Multiscale Bundle-Based Hyperspectral Sparse Unmixing Algorithm. - Luciano C. Ayres; Ricardo Augusto Borsoi; José C. M. Bermudez; Sérgio J. M. de Almeida (IEEE Geosci. Remote. Sens. Lett., 2024)

RBC-SatImg: Sentinel-2 Imagery and WatData Labels for Water Mapping. - Helena Calatrava; Bhavya Duvvuri; Haoqing Li 001; Ricardo Augusto Borsoi; Tales Imbiriba; Edward Beighley; Deniz Erdogmus; Pau Closas (Zenodo, 2024)

Personalized Coupled Tensor Decomposition for Multimodal Data Fusion: Uniqueness and Algorithms. - Ricardo Augusto Borsoi; Konstantin Usevich; David Brie; Tülay Adali (IEEE Trans. Signal Process., 2025)

Identifiability of Deep Polynomial Neural Networks. - Konstantin Usevich; Clara Dérand; Ricardo Augusto Borsoi; Marianne Clausel (CoRR, 2025)