José Carlos Moreira Bermudez

Publication Activity (10 Years)

Years Active: 2001-2024
Publications (10 Years): 34

Top Topics

Change Detection

Hyperspectral Data

Top Venues

IEEE Trans. Image Process.

IEEE Geosci. Remote. Sens. Lett.

Publications

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 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)
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, 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)
Tirza Routtenberg, Alberto Carini, Émilie Chouzenoux, Piya Pal, José Carlos Moreira Bermudez, Lucio Marcenaro
Fight the Pandemic: Highlights From the 2020 IEEE 5-Minute Video Clip Contest [SP Competitions]. IEEE Signal Process. Mag. 38 (2) (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)
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, 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, 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, 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, José Carlos Moreira Bermudez, Cédric Richard
Band Selection for Nonlinear Unmixing of Hyperspectral Images as a Maximal Clique Problem. IEEE Trans. Image Process. 26 (5) (2017)
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)
Pedro Pedrosa, José Carlos Moreira Bermudez, Cédric Richard
A design methodology for the Gaussian KLMS algorithm. EUSIPCO (2017)
Tales Imbiriba, José Carlos Moreira Bermudez, Cédric Richard, Jean-Yves Tourneret
Nonparametric Detection of Nonlinearly Mixed Pixels and Endmember Estimation in Hyperspectral Images. IEEE Trans. Image Process. 25 (3) (2016)
Tales Imbiriba, José Carlos Moreira Bermudez, Cédric Richard
Technical Report: Band selection for nonlinear unmixing of hyperspectral images as a maximal click problem. CoRR (2016)
Tales Imbiriba, José Carlos Moreira Bermudez, Cédric Richard, Jean-Yves Tourneret
Nonparametric Detection of Nonlinearly Mixed Pixels and Endmember Estimation in Hyperspectral Images. CoRR (2015)
Marcos H. Maruo, José Carlos Moreira Bermudez, Leonardo S. Resende
Statistical analysis of jointly-optimized GSC implementations of beamformer-assisted acoustic echo cancelers. ICASSP (2014)
Leonardo Silva Resende, José Carlos Moreira Bermudez
A linearly-constrained approach for filtered-x wiener filtering. EUSIPCO (2012)
Márcio H. Costa, Sérgio J. M. de Almeida, José Carlos Moreira Bermudez, Rodrigo B. Barcelos
New insights into the weight behaviour of the Affine Projection algorithm. EUSIPCO (2012)
Cássio Guimarães Lopes, José Carlos Moreira Bermudez
Evaluation and design of variable step size adaptive algorithms. ICASSP (2001)