Ricardo Augusto Borsoi

According to our database, Ricardo Augusto Borsoi authored at least 50 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

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

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

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

Non-parametric Online Change Point Detection on Riemannian Manifolds.

Xiuheng Wang, Ricardo Augusto Borsoi, Cédric Richard

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Learning semilinear neural operators: A unified recursive framework for prediction and data assimilation.

Ashutosh Singh, Ricardo Augusto Borsoi, Deniz Erdogmus, Tales Imbiriba

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Riemannian Diffusion Adaptation over Graphs with Application to Online Distributed PCA.

Xiuheng Wang, Ricardo Augusto Borsoi, Cédric Richard

Proceedings of the IEEE International Conference on Acoustics, 2024

A Variational Approach for Robust Online Fusion of Multiresolution Multispectral Images.

Haoqing Li, Ricardo Augusto Borsoi, Tales Imbiriba, Pau Closas

Proceedings of the 32nd European Signal Processing Conference, 2024

2023

Online Fusion of Multi-resolution Multispectral Images with Weakly Supervised Temporal Dynamics.

Haoqing Li, Bhavya Duvvuri, Ricardo Augusto Borsoi, Tales Imbiriba, Edward Beighley, Deniz Erdogmus, Pau Closas

Dataset, January, 2023

Dynamical Hyperspectral Unmixing With Variational Recurrent Neural Networks.

Ricardo Augusto Borsoi, Tales Imbiriba, Pau Closas

IEEE Trans. Image Process., 2023

Deep Hyperspectral and Multispectral Image Fusion With Inter-Image Variability.

Xiuheng Wang, Ricardo Augusto Borsoi, Cédric Richard, Jie Chen

IEEE Trans. Geosci. Remote. Sens., 2023

Learning Interpretable Deep Disentangled Neural Networks for Hyperspectral Unmixing.

Ricardo Augusto Borsoi, Deniz Erdogmus, Tales Imbiriba

IEEE Trans. Computational Imaging, 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

Change Point Detection with Neural Online Density-Ratio Estimator.

Xiuheng Wang, Ricardo Augusto Borsoi, Cédric Richard, Jie Chen

Proceedings of the IEEE International Conference on Acoustics, 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

Proceedings of the IEEE International Conference on Acoustics, 2023

A Deep Disentangled Approach for Interpretable Hyperspectral Unmixing.

Ricardo Augusto Borsoi, Tales Imbiriba, Deniz Erdogmus

Proceedings of the IEEE International Conference on Acoustics, 2023

Online Change Point Detection on Riemannian Manifolds with Karcher Mean Estimates.

Xiuheng Wang, Ricardo Augusto Borsoi, Cédric Richard

Proceedings of the 31st European Signal Processing Conference, 2023

DIstributed Change Point Detection in Streaming Manifold-Valued Signals Over Graphs.

Xiuheng Wang, Ricardo Augusto Borsoi, Cédric Richard, André Ferrari

Proceedings of the 57th Asilomar Conference on Signals, Systems, and Computers, ACSSC 2023, Pacific Grove, CA, USA, October 29, 2023

On the Impact of Sampling on Deep Sequential State Estimation.

Helena Calatrava, Ricardo Augusto Borsoi, Tales Imbiriba, Pau Closas

Proceedings of the 57th Asilomar Conference on Signals, Systems, and Computers, ACSSC 2023, Pacific Grove, CA, USA, October 29, 2023

2022

Sentinel-2 Images from Oroville Dam and Charles River.

Helena Calatrava, Bhavya Duvvuri, Haoqing Li, Ricardo Augusto Borsoi, Tales Imbiriba, Edward Beighley, Deniz Erdogmus, Pau Closas

Dataset, September, 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

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

Model-Based Deep Autoencoder Networks for Nonlinear Hyperspectral Unmixing.

Haoqing Li, Ricardo Augusto Borsoi, Tales Imbiriba, Pau Closas, José C. M. Bermudez, Deniz Erdogmus

IEEE Geosci. Remote. Sens. Lett., 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

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

Deep Image Fusion Accounting for Inter-Image Variability.

Xiuheng Wang, Ricardo Augusto Borsoi, Cédric Richard, Jie Chen

Proceedings of the 56th Asilomar Conference on Signals, Systems, and Computers, ACSSC 2022, Pacific Grove, CA, USA, October 31, 2022

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

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

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

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

Convergence Analysis of the Graph-Topology-Inference Kernel LMS Algorithm.

Mircea Moscu, Ricardo Augusto Borsoi, Cédric Richard

Proceedings of the IEEE International Conference on Acoustics, 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

Proceedings of the IEEE International Conference on Acoustics, 2021

Coupled Tensor Models Accounting for Inter-image Variability.

Ricardo Augusto Borsoi, Clémence Prévost, Konstantin Usevich, David Brie, José C. M. Bermudez, Cédric Richard

Proceedings of the 55th Asilomar Conference on Signals, Systems, and Computers, 2021

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

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

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

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

Deep Generative Endmember Modeling: An Application to Unsupervised Spectral Unmixing.

Ricardo Augusto Borsoi, Tales Imbiriba, José Carlos Moreira Bermudez

IEEE Trans. Computational Imaging, 2020

Robust online video super-resolution using an efficient alternating projections scheme.

Ricardo Augusto Borsoi

Signal Process., 2020

Online Graph Topology Inference with Kernels For Brain Connectivity Estimation.

Mircea Moscu, Ricardo Augusto Borsoi, Cédric Richard

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Online Kernel-Based Graph Topology Identification with Partial-Derivative-Imposed Sparsity.

Mircea Moscu, Ricardo Augusto Borsoi, Cédric Richard

Proceedings of the 28th European Signal Processing Conference, 2020

Online Graph-Based Change Point Detection in Multiband Image Sequences.

R. A. Borsoi, Cédric Richard, André Ferrari, Jie Chen, José Carlos M. Bermudez

Proceedings of the 28th European Signal Processing Conference, 2020

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

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

Improved Hyperspectral Unmixing with Endmember Variability Parametrized Using an Interpolated Scaling Tensor.

Ricardo Augusto Borsoi, Tales Imbiriba, José Carlos Moreira Bermudez

Proceedings of the IEEE International Conference on Acoustics, 2019

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

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

A Low-Rank Tensor Regularization Strategy for Hyperspectral Unmixing.

Tales Imbiriba, Ricardo Augusto Borsoi, José Carlos Moreira Bermudez

Proceedings of the 2018 IEEE Statistical Signal Processing Workshop, 2018

Generalized Linear Mixing Model Accounting for Endmember Variability.

Tales Imbiriba, Ricardo Augusto Borsoi, José Carlos Moreira Bermudez

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

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

A new adaptive video SRR algorithm with improved robustness to innovations.

Ricardo Augusto Borsoi, Guilherme Holsbach Costa, José Carlos Moreira Bermudez

Proceedings of the 25th European Signal Processing Conference, 2017