José C. M. Bermudez

Publication Activity (10 Years)

Years Active: 1998-2024
Publications (10 Years): 23

Top Topics

Gaussian Process

Image Representation

Top Venues

Signal Process.

Digit. Signal Process.

Publications

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)
Celso H. H. Ribas, José C. M. Bermudez
Evaluation Metrics and Method for Planned Regulatory Inspection Targeting. IEEE Access 12 (2024)
Neil J. Bershad, José C. M. Bermudez
Modified LMS and NLMS algorithms with non-negative weights. Signal Process. 223 (2024)
Neil J. Bershad, José C. M. Bermudez
Analysis of the Least Mean Square algorithm with processing delays in the adaptive arm for Gaussian inputs for system identification. Signal Process. 217 (2024)
Celso H. H. Ribas, José C. M. Bermudez
Risk-based regulation for all: The need and a method for a wide adoption solution for data-driven inspection targeting. CoRR (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)
Karoline da Rocha, José C. M. Bermudez, Elena R. C. Rivero, Márcio H. Costa
A Pathology-Based Machine Learning Method to Assist in Epithelial Dysplasia Diagnosis. CoRR (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, 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)
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)
Eweda Eweda, Neil J. Bershad, José C. M. Bermudez
Stochastic Analysis of the Recursive Least Squares Algorithm for Cyclostationary Colored Inputs. IEEE Trans. Signal Process. 68 (2020)
Neil J. Bershad, José C. M. Bermudez
A switched variable step size NLMS adaptive filter. Digit. Signal Process. 101 (2020)
José C. M. Bermudez, Mónica F. Bugallo, Alle-Jan van der Veen
Highlights From the Signal Processing Theory and Methods Technical Committee [In the Spotlight]. IEEE Signal Process. Mag. 37 (2) (2020)
Neil J. Bershad, Eweda Eweda, José C. M. Bermudez
Stochastic analysis of the LMS algorithm for cyclostationary colored Gaussian and non-Gaussian inputs. Digit. Signal Process. 88 (2019)
José C. M. Bermudez, Neil J. Bershad, Eweda Eweda
Stochastic analysis of the LMS algorithm for cyclostationary colored Gaussian inputs. Signal Process. 160 (2019)
B. B. Gallo, Sérgio J. M. de Almeida, José C. M. Bermudez, Jie Chen, Cédric Richard
Non-Destructive Prediction of Pork Meat Degradation using a Stacked Autoencoder Classifier on Hyperspectral Images. EUSIPCO (2019)
Neil J. Bershad, Eweda Eweda, José C. M. Bermudez
Stochastic analysis of soft limiters in the LMS algorithm for stationary white Gaussian inputs - A unified theory. Signal Process. 142 (2018)
Neil J. Bershad, Eweda Eweda, José C. M. Bermudez
Performance of soft limiters in the LMS algorithm for cyclostationary white Gaussian inputs. Signal Process. 152 (2018)
Wemerson Delcio Parreira, Márcio H. Costa, José C. M. Bermudez
Stochastic behavior analysis of the Gaussian KLMS algorithm for a correlated input signal. Signal Process. 152 (2018)
Juliano B. Rosinha, Sérgio J. M. de Almeida, José C. M. Bermudez
A new kernel Kalman filter algorithm for estimating time-varying nonlinear systems. ISCAS (2017)
R. A. Borsoi, Julio Cesar Ceballos Aya, Guilherme Holsbach Costa, José C. M. Bermudez
Super-Resolution Reconstruction of Electrical Impedance Tomography Images. CoRR (2017)
Neil J. Bershad, José C. M. Bermudez
Stochastic analysis of the Least Mean Kurtosis algorithm for Gaussian inputs. Digit. Signal Process. 54 (2016)
Tales Imbiriba, José C. M. Bermudez, Cédric Richard, Jean-Yves Tourneret
Band selection in RKHS for fast nonlinear unmixing of hyperspectral images. CoRR (2015)
Nicolas Dobigeon, Jean-Yves Tourneret, Cédric Richard, José C. M. Bermudez, Steve McLaughlin, Alfred O. Hero III
Nonlinear Unmixing of Hyperspectral Images: Models and Algorithms. IEEE Signal Process. Mag. 31 (1) (2014)
Tales Imbiriba, José C. M. Bermudez, Jean-Yves Tourneret, Cédric Richard
Detection of nonlinear mixtures using Gaussian processes: Application to hyperspectral imaging. ICASSP (2014)
Sérgio J. M. de Almeida, Márcio Holsbach Costa, José C. M. Bermudez
Statistical analysis of the deficient length affine projection adaptive algorithm. EUSIPCO (2007)
Guillaume Barrault, Márcio H. Costa, José C. M. Bermudez, Arcanjo Lenzi
A new analytical model for the NLMS algorithm. ICASSP (4) (2005)
Márcio H. Costa, José C. M. Bermudez
A fully analytical recursive stochastic model to the normalized signed regressor LMS algorithm. ISSPA (2) (2003)
Márcio H. Costa, José C. M. Bermudez
A true stochastic gradient adaptive algorithm for applications using nonlinear actuators. ICASSP (2001)
Márcio H. Costa, José C. M. Bermudez, Neil J. Bershad
Nonlinear secondary-path effects on the transient behavior of the multiple-error FXLMS algorithm. ISCAS (2000)
Márcio H. Costa, José C. M. Bermudez, Neil J. Bershad
The performance surface in nonlinear mean square estimation: application to the active noise control problem. ICASSP (2000)
Orlando José Tobias, José C. M. Bermudez, Neil J. Bershad, Rui Seara
Second moment analysis of the filtered-X LMS algorithm. ICASSP (1999)
Márcio H. Costa, José C. M. Bermudez, Neil J. Bershad
Statistical analysis of the LMS algorithm with a zero-memory nonlinearity after the adaptive filter. ICASSP (1999)
Orlando José Tobias, José C. M. Bermudez, Neil J. Bershad, Rui Seara
Mean weight behavior of the Filtered-X LMS algorithm. ICASSP (1998)