José C. M. Bermudez

37 papers C 2Misc 7Journal 23Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
On the variance of the LMS algorithm squared-error sample curve.
Signal Process.
Marcos H. Maruo, Sérgio J. M. de Almeida, José C. M. Bermudez
2024 J jnl
A Generalized Multiscale Bundle-Based Hyperspectral Sparse Unmixing Algorithm.
IEEE Geosci. Remote. Sens. Lett.
Luciano C. Ayres, Ricardo Augusto Borsoi, José C. M. Bermudez, Sérgio J. M. de Almeida
2024 J jnl
A linearly constrained framework for the analysis of the deficient length least-mean square algorithm.
Digit. Signal Process.
Marcos H. Maruo, José C. M. Bermudez
2024 J jnl
Analysis of the Least Mean Square algorithm with processing delays in the adaptive arm for Gaussian inputs for system identification.
Signal Process.
Neil J. Bershad, José C. M. Bermudez
2024 J jnl
Evaluation Metrics and Method for Planned Regulatory Inspection Targeting.
IEEE Access
Celso H. H. Ribas, José C. M. Bermudez
2024 J jnl
Modified LMS and NLMS algorithms with non-negative weights.
Signal Process.
Neil J. Bershad, José C. M. Bermudez
2022 J jnl
A Pathology-Based Machine Learning Method to Assist in Epithelial Dysplasia Diagnosis.
CoRR
Karoline da Rocha, José C. M. Bermudez, Elena R. C. Rivero, Márcio H. Costa
2022 J jnl
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.
Clémence Prévost, Ricardo Augusto Borsoi, Konstantin Usevich, David Brie, José C. M. Bermudez, Cédric Richard
2022 J jnl
Model-Based Deep Autoencoder Networks for Nonlinear Hyperspectral Unmixing.
IEEE Geosci. Remote. Sens. Lett.
Haoqing Li, Ricardo Augusto Borsoi, Tales Imbiriba, Pau Closas, José C. M. Bermudez, Deniz Erdogmus
2022 J jnl
Risk-based regulation for all: The need and a method for a wide adoption solution for data-driven inspection targeting.
CoRR
Celso H. H. Ribas, José C. M. Bermudez
2021 Misc conf
A Homogeneity-Based Multiscale Hyperspectral Image Representation for Sparse Spectral Unmixing.
ICASSP
Luciano C. Ayres, Sérgio J. M. de Almeida, José C. M. Bermudez, Ricardo Augusto Borsoi
2021 J jnl
Coupled Tensor Decomposition for Hyperspectral and Multispectral Image Fusion With Inter-Image Variability.
IEEE J. Sel. Top. Signal Process.
Ricardo Augusto Borsoi, Clémence Prévost, Konstantin Usevich, David Brie, José C. M. Bermudez, Cédric Richard
2021 — conf
Coupled Tensor Models Accounting for Inter-image Variability.
ACSCC
Ricardo Augusto Borsoi, Clémence Prévost, Konstantin Usevich, David Brie, José C. M. Bermudez, Cédric Richard
2020 J jnl
A switched variable step size NLMS adaptive filter.
Digit. Signal Process.
Neil J. Bershad, José C. M. Bermudez
2020 J jnl
Highlights From the Signal Processing Theory and Methods Technical Committee [In the Spotlight].
IEEE Signal Process. Mag.
José C. M. Bermudez, Mónica F. Bugallo, Alle-Jan van der Veen
2020 J jnl
Stochastic Analysis of the Recursive Least Squares Algorithm for Cyclostationary Colored Inputs.
IEEE Trans. Signal Process.
Eweda Eweda, Neil J. Bershad, José C. M. Bermudez
2019 — conf
Non-Destructive Prediction of Pork Meat Degradation using a Stacked Autoencoder Classifier on Hyperspectral Images.
EUSIPCO
B. B. Gallo, Sérgio J. M. de Almeida, José C. M. Bermudez, Jie Chen, Cédric Richard
2019 J jnl
Stochastic analysis of the LMS algorithm for cyclostationary colored Gaussian and non-Gaussian inputs.
Digit. Signal Process.
Neil J. Bershad, Eweda Eweda, José C. M. Bermudez
2019 J jnl
Stochastic analysis of the LMS algorithm for cyclostationary colored Gaussian inputs.
Signal Process.
José C. M. Bermudez, Neil J. Bershad, Eweda Eweda
2018 J jnl
Performance of soft limiters in the LMS algorithm for cyclostationary white Gaussian inputs.
Signal Process.
Neil J. Bershad, Eweda Eweda, José C. M. Bermudez
2018 J jnl
Stochastic analysis of soft limiters in the LMS algorithm for stationary white Gaussian inputs - A unified theory.
Signal Process.
Neil J. Bershad, Eweda Eweda, José C. M. Bermudez
2018 J jnl
Stochastic behavior analysis of the Gaussian KLMS algorithm for a correlated input signal.
Signal Process.
Wemerson Delcio Parreira, Márcio H. Costa, José C. M. Bermudez
2017 C conf
A new kernel Kalman filter algorithm for estimating time-varying nonlinear systems.
ISCAS
Juliano B. Rosinha, Sérgio J. M. de Almeida, José C. M. Bermudez
2017 J jnl
Super-Resolution Reconstruction of Electrical Impedance Tomography Images.
CoRR
R. A. Borsoi, Julio Cesar Ceballos Aya, Guilherme Holsbach Costa, José C. M. Bermudez
2016 J jnl
Stochastic analysis of the Least Mean Kurtosis algorithm for Gaussian inputs.
Digit. Signal Process.
Neil J. Bershad, José C. M. Bermudez
2015 J jnl
Band selection in RKHS for fast nonlinear unmixing of hyperspectral images.
CoRR
Tales Imbiriba, José C. M. Bermudez, Cédric Richard, Jean-Yves Tourneret
2014 Misc conf
Detection of nonlinear mixtures using Gaussian processes: Application to hyperspectral imaging.
ICASSP
Tales Imbiriba, José C. M. Bermudez, Jean-Yves Tourneret, Cédric Richard
2014 J jnl
Nonlinear Unmixing of Hyperspectral Images: Models and Algorithms.
IEEE Signal Process. Mag.
Nicolas Dobigeon, Jean-Yves Tourneret, Cédric Richard, José C. M. Bermudez, Steve McLaughlin, Alfred O. Hero III
2007 — conf
Statistical analysis of the deficient length affine projection adaptive algorithm.
EUSIPCO
Sérgio J. M. de Almeida, Márcio Holsbach Costa, José C. M. Bermudez
2005 — conf
A new analytical model for the NLMS algorithm.
ICASSP (4)
Guillaume Barrault, Márcio H. Costa, José C. M. Bermudez, Arcanjo Lenzi
2003 — conf
A fully analytical recursive stochastic model to the normalized signed regressor LMS algorithm.
ISSPA (2)
Márcio H. Costa, José C. M. Bermudez
2001 Misc conf
A true stochastic gradient adaptive algorithm for applications using nonlinear actuators.
ICASSP
Márcio H. Costa, José C. M. Bermudez
2000 C conf
Nonlinear secondary-path effects on the transient behavior of the multiple-error FXLMS algorithm.
ISCAS
Márcio H. Costa, José C. M. Bermudez, Neil J. Bershad
2000 Misc conf
The performance surface in nonlinear mean square estimation: application to the active noise control problem.
ICASSP
Márcio H. Costa, José C. M. Bermudez, Neil J. Bershad
1999 Misc conf
Second moment analysis of the filtered-X LMS algorithm.
ICASSP
Orlando José Tobias, José C. M. Bermudez, Neil J. Bershad, Rui Seara
1999 Misc conf
Statistical analysis of the LMS algorithm with a zero-memory nonlinearity after the adaptive filter.
ICASSP
Márcio H. Costa, José C. M. Bermudez, Neil J. Bershad
1998 Misc conf
Mean weight behavior of the Filtered-X LMS algorithm.
ICASSP
Orlando José Tobias, José C. M. Bermudez, Neil J. Bershad, Rui Seara