An improved quantization model for the finite precision LMS adaptive algorithm. - Rui Seara; José Carlos M. Bermudez; Walter P. Carpes Jr. (ISCAS, 1993)

A nonlinear analytical model for quantization effects in the LMS algorithm with power-of-two step size. - José Carlos M. Bermudez; Neil J. Bershad (ICASSP, 1995)

Analysis of an LMS adaptive feedforward controller for periodic disturbance rejection: Non-wiener solutions for the LMS algorithm with a noisy reference-revisited. - Neil J. Bershad; José Carlos M. Bermudez (EUSIPCO, 1996)

A nonlinear analytical model for the quantized LMS algorithm-the arbitrary step size case. - José Carlos M. Bermudez; Neil J. Bershad (IEEE Trans. Signal Process., 1996)

Transient and tracking performance analysis of the quantized LMS algorithm for time-varying system identification. - José Carlos M. Bermudez; Neil J. Bershad (IEEE Trans. Signal Process., 1996)

New insights on the transient and steady-state behavior of the quantized LMS algorithm. - Neil J. Bershad; José Carlos M. Bermudez (IEEE Trans. Signal Process., 1996)

A nonlinear analytical model for the quantized LMS algorithm-the power-of-two step size case. - Neil J. Bershad; José Carlos M. Bermudez (IEEE Trans. Signal Process., 1996)

Mean weight behavior of the Filtered-X LMS algorithm. - Orlando José Tobias; José C. M. Bermudez; Neil J. Bershad; Rui Seara (ICASSP, 1998)

Sinusoidal interference rejection analysis of an LMS adaptive feedforward controller with a noisy periodic reference. - Neil J. Bershad; José Carlos M. Bermudez (IEEE Trans. Signal Process., 1998)

Statistical analysis of the LMS algorithm with a zero-memory nonlinearity after the adaptive filter. - Márcio H. Costa; José C. M. Bermudez; Neil J. Bershad (ICASSP, 1999)

Second moment analysis of the filtered-X LMS algorithm. - Orlando José Tobias; José C. M. Bermudez; Neil J. Bershad; Rui Seara (ICASSP, 1999)

Statistical analysis of the FXLMS algorithm with a nonlinearity in the secondary-path. - Márcio Holsbach Costa; José Carlos M. Bermudez; Neil J. Bershad (ISCAS (3), 1999)

The performance surface in nonlinear mean square estimation: application to the active noise control problem. - Márcio H. Costa; José C. M. Bermudez; Neil J. Bershad (ICASSP, 2000)

Stochastic analysis of the delayed LMS algorithm for a new model. - Orlando José Tobias; José Carlos M. Bermudez; Neil J. Bershad (ICASSP, 2000)

Nonlinear secondary-path effects on the transient behavior of the multiple-error FXLMS algorithm. - Márcio H. Costa; José C. M. Bermudez; Neil J. Bershad (ISCAS, 2000)

Mean weight behavior of the filtered-X LMS algorithm. - Orlando José Tobias; José Carlos M. Bermudez; Neil J. Bershad (IEEE Trans. Signal Process., 2000)

A true stochastic gradient adaptive algorithm for applications using nonlinear actuators. - Márcio H. Costa; José C. M. Bermudez (ICASSP, 2001)

Evaluation and design of variable step size adaptive algorithms. - Cássio Guimarães Lopes; José Carlos Moreira Bermudez (ICASSP, 2001)

Stochastic analysis of the LMS algorithm with a saturation nonlinearity following the adaptive filter output. - Márcio Holsbach Costa; José Carlos M. Bermudez; Neil J. Bershad (IEEE Trans. Signal Process., 2001)

Optimum leakage factor for the MOV-LMS algorithm in nonlinear modeling and control systems. - José Carlos M. Bermudez; Márcio Holsbach Costa (ICASSP, 2002)

An improved model for the Normalized LMS algorithm with Gaussian inputs and large number of coefficients. - Márcio Holsbach Costa; José Carlos M. Bermudez (ICASSP, 2002)

An improved stochastic model for the least mean fourth (LMF) adaptive algorithm. - Pedro Inácio Hübscher; José Carlos M. Bermudez (ISCAS (1), 2002)

Stochastic analysis of the filtered-X LMS algorithm in systems with nonlinear secondary paths. - Márcio Holsbach Costa; José Carlos M. Bermudez; Neil J. Bershad (IEEE Trans. Signal Process., 2002)

A stochastic model for the convergence behavior of the affine projection algorithm for Gaussian inputs. - Sérgio J. M. de Almeida; José Carlos M. Bermudez; Neil J. Bershad; Márcio H. Costa (ICASSP (6), 2003)

New results on the stability analysis of the LMF (least mean fourth) adaptive algorithm. - Pedro Inácio Hübscher; Vítor H. Nascimento; José Carlos M. Bermudez (ICASSP (6), 2003)

A fully analytical recursive stochastic model to the normalized signed regressor LMS algorithm. - Márcio H. Costa; José C. M. Bermudez (ISSPA (2), 2003)

An improved statistical analysis of the least mean fourth (LMF) adaptive algorithm. - Pedro Inácio Hübscher; José Carlos M. Bermudez (IEEE Trans. Signal Process., 2003)

A stochastic model for the affine projection algorithm operating in a nonstationary environment. - Sérgio J. M. de Almeida; José Carlos M. Bermudez; Neil J. Bershad (ICASSP (2), 2004)

Properties of the kurtosis performance surface in linear estimation: application to adaptive filtering. - Pedro Inácio Hübscher; José Carlos M. Bermudez (ICASSP (2), 2004)

A recursive least squares algorithm robust to low-power excitation. - Charles S. Ludovico; José Carlos M. Bermudez (ICASSP (2), 2004)

A statistical analysis of the multi-split LMS algorithm. - Leonardo S. Resende; Carlos A. F. da Rocha; José Carlos M. Bermudez; Maurice G. Bellanger (ICASSP (2), 2004)

A new analytical model for the NLMS algorithm. - Guillaume Barrault; Márcio H. Costa; José C. M. Bermudez; Arcanjo Lenzi (ICASSP (4), 2005)

When is the least-mean fourth algorithm mean-square stable? - Vítor H. Nascimento; José Carlos M. Bermudez (ICASSP (4), 2005)

Multi-bit informed embedding watermarking with constant robustness. - Joceli Mayer; José Carlos M. Bermudez (ICIP (1), 2005)

A statistical analysis of the affine projection algorithm for unity step size and autoregressive inputs. - Sérgio J. M. de Almeida; José Carlos M. Bermudez; Neil J. Bershad; Márcio Holsbach Costa (IEEE Trans. Circuits Syst. I Regul. Pap., 2005)

A Robust Variable Step Size Algorithm for Lms Adaptive Filters. - Márcio H. Costa; José Carlos M. Bermudez (ICASSP (3), 2006)

Statistical Analysis of the Lms Algorithm Applied to Super-Resolution Video Reconstruction. - Guilherme Holsbach Costa; José Carlos M. Bermudez (ICASSP (3), 2006)

Modeling Finite Precision Lms Behavior Using Markov Chains. - Yasmín Montenegro M.; José Carlos M. Bermudez; Vítor H. Nascimento (ICASSP (3), 2006)

On the Design of the LMS Algorithm for Robustness to Outliers in Super-Resolution Video Reconstruction. - Guilherme Holsbach Costa; José Carlos M. Bermudez (ICIP, 2006)

Probability of divergence for the least-mean fourth algorithm. - Victor H. Nascimento; José Carlos M. Bermudez (IEEE Trans. Signal Process., 2006)

Statistical analysis of the deficient length affine projection adaptive algorithm. - Sérgio J. M. de Almeida; Márcio Holsbach Costa; José C. M. Bermudez (EUSIPCO, 2007)

Mean-square error analysis of the LMS-RVSS adaptive algorithm. - Márcio Holsbach Costa; José Carlos M. Bermudez (EUSIPCO, 2007)

Analysis of LMS Algorithm Behavior with Subspace Inputs. - Neil J. Bershad; José Carlos M. Bermudez; Jean-Yves Tourneret (ICASSP (3), 2007)

Are Registration Errors Always Bad for Super-Resolution? - Guilherme Holsbach Costa; José Carlos M. Bermudez (ICASSP (1), 2007)

Improving Robustness of CDM Spread Spectrumwatermarking. - Joceli Mayer; José Carlos M. Bermudez (ICASSP (2), 2007)

Wavelet-Packet-Based Adaptive Algorithm for Sparse Impulse Response Identification. - Odair A. Noskoski; José Carlos M. Bermudez (ICASSP (3), 2007)

On-line Nonlinear Sparse Approximation of Functions. - Paul Honeine; Cédric Richard; José Carlos M. Bermudez (ISIT, 2007)

Statistical Analysis of the LMS Algorithm Applied to Super-Resolution Image Reconstruction. - Guilherme Holsbach Costa; José Carlos M. Bermudez (IEEE Trans. Signal Process., 2007)

A Mean-Square Stability Analysis of the Least Mean Fourth Adaptive Algorithm. - Pedro Inácio Hübscher; José Carlos M. Bermudez; Victor H. Nascimento (IEEE Trans. Signal Process., 2007)

An affine combination of two NLMS adaptive filters - Transient mean-square analysis. - José Carlos M. Bermudez; Neil J. Bershad; Jean-Yves Tourneret (ACSCC, 2008)

Distributed prediction of time series data with kernels and adaptive filtering techniques in sensor networks. - Paul Honeine; Cédric Richard; José Carlos M. Bermudez; Hichem Snoussi (ACSCC, 2008)

On performance bounds for an affine combination of two LMS adaptive filters. - Neil J. Bershad; José Carlos M. Bermudez; Jean-Yves Tourneret (ICASSP, 2008)

Low-complexity robust sparse channel identification using partial block wavelet transforms-analysis and implementation. - Celso H. H. Ribas; José Carlos M. Bermudez; Neil J. Bershad (ICASSP, 2008)

Mean Weight Behavior of Coupled LMS Adaptive Systems Applied to Acoustic Feedback Cancellation in Hearing Aids. - Yasmín Montenegro M.; José Carlos M. Bermudez (ICISP, 2008)

Region-Based Wavelet-Packet Adaptive Algorithm for Sparse Response Identification. - Odair A. Noskoski; José Carlos M. Bermudez (ICISP, 2008)

A noise resilient variable step-size LMS algorithm. - Márcio Holsbach Costa; José Carlos M. Bermudez (Signal Process., 2008)

Statistical analysis of the LMS adaptive algorithm subjected to a symmetric dead-zone nonlinearity at the adaptive filter output. - Márcio Holsbach Costa; Leandro Ronchini Ximenes; José Carlos M. Bermudez (Signal Process., 2008)

Stochastic Analysis of the LMS Algorithm for System Identification With Subspace Inputs. - Neil J. Bershad; José Carlos M. Bermudez; Jean-Yves Tourneret (IEEE Trans. Signal Process., 2008)

An Affine Combination of Two LMS Adaptive Filters - Transient Mean-Square Analysis. - Neil J. Bershad; José Carlos M. Bermudez; Jean-Yves Tourneret (IEEE Trans. Signal Process., 2008)

Informed Choice of the LMS Parameters in Super-Resolution Video Reconstruction Applications. - Guilherme Holsbach Costa; José Carlos M. Bermudez (IEEE Trans. Signal Process., 2008)

A stochastic model for the deficient length Pseudo Affine Projection adaptive algorithm. - Sérgio J. M. de Almeida; Márcio Holsbach Costa; José Carlos M. Bermudez (EUSIPCO, 2009)

Functional estimation in Hilbert space for distributed learning in wireless sensor networks. - Paul Honeine; Cédric Richard; José Carlos M. Bermudez; Hichem Snoussi; Mehdi Essoloh; François Vincent (ICASSP, 2009)

Design of high capacity 3D print codes aiming for robustness to the PS channel and external distortions. - Joceli Mayer; José Carlos M. Bermudez; Andrei P. Legg; Bartolomeu F. Uchôa Filho; Debargha Mukherjee; Amir Said; Ramin Samadani; Steven J. Simske (ICIP, 2009)

Design of high capacity 3D print codes with visual cues aiming for robustness to the PS channel and external distortions. - Joceli Mayer; José Carlos M. Bermudez; Andrei P. Legg; Bartolomeu F. Uchôa Filho; Debargha Mukherjee; Amir Said; Ramin Samadani; Steven J. Simske (MMSP, 2009)

A Stochastic Model for a Pseudo Affine Projection Algorithm. - Sérgio J. M. de Almeida; José Carlos M. Bermudez; Neil J. Bershad (IEEE Trans. Signal Process., 2009)

Registration errors: are they always bad for super-resolution? - Guilherme Holsbach Costa; José Carlos M. Bermudez (IEEE Trans. Signal Process., 2009)

Online Prediction of Time Series Data With Kernels. - Cédric Richard; José Carlos M. Bermudez; Paul Honeine (IEEE Trans. Signal Process., 2009)

Echo Cancellation - The Generalized Likelihood Ratio Test For Double-Talk Versus Channel Change. - Jean-Yves Tourneret; Neil J. Bershad; José Carlos M. Bermudez (IEEE Trans. Signal Process., 2009)

A theoretical model for the deficient order pseudo-affine projection algorithm. - Sérgio J. M. de Almeida; Márcio Holsbach Costa; José Carlos M. Bermudez (EUSIPCO, 2010)

Mimetic wavelet-packet transform based adaptive algorithm for sparse response identification. - Odair A. Noskoski; José Carlos M. Bermudez (ICASSP, 2010)

A stochastic model for the deficient order Affine Projection algorithm. - Sérgio J. M. de Almeida; Márcio Holsbach Costa; José Carlos M. Bermudez (ISSPA, 2010)

A Decentralized Approach for Nonlinear Prediction of Time Series Data in Sensor Networks. - Paul Honeine; Cédric Richard; José Carlos M. Bermudez; Jie Chen 022; Hichem Snoussi (EURASIP J. Wirel. Commun. Netw., 2010)

A modified non-negative LMS algorithm and its stochastic behavior analysis. - Jie Chen 022; Cédric Richard; José Carlos M. Bermudez; Paul Honeine (ACSCC, 2011)

Steady-state behavior and design of the Gaussian KLMS algorithm. - Wemerson Delcio Parreira; José Carlos M. Bermudez; Cédric Richard; Jean-Yves Tourneret (EUSIPCO, 2011)

Mean-square stability of the Normalized Least-Mean Fourth algorithm for white Gaussian inputs. - Neil J. Bershad; José Carlos M. Bermudez (Digit. Signal Process., 2011)

Stochastic analysis of an error power ratio scheme applied to the affine combination of two LMS adaptive filters. - José Carlos M. Bermudez; Neil J. Bershad; Jean-Yves Tourneret (Signal Process., 2011)

Nonnegative Least-Mean-Square Algorithm. - Jie Chen 022; Cédric Richard; José Carlos M. Bermudez; Paul Honeine (IEEE Trans. Signal Process., 2011)

Closed-form conditions for convergence of the Gaussian kernel-least-mean-square algorithm. - Cédric Richard; José Carlos M. Bermudez (ACSCC, 2012)

New insights into the weight behaviour of the Affine Projection algorithm. - Márcio H. Costa; Sérgio J. M. de Almeida; José Carlos Moreira Bermudez; Rodrigo B. Barcelos (EUSIPCO, 2012)

A linearly-constrained approach for filtered-x wiener filtering. - Leonardo Silva Resende; José Carlos Moreira Bermudez (EUSIPCO, 2012)

Identification of sparse impulse responses - design and implementation using the partial Haar block wavelet transform. - Celso H. H. Ribas; José Carlos M. Bermudez; Neil J. Bershad (Digit. Signal Process., 2012)

Transient Mean-Square Analysis of Prediction Error Method-Based Adaptive Feedback Cancellation in Hearing Aids. - Yasmín Montenegro M.; José Carlos M. Bermudez (IEEE Trans. Speech Audio Process., 2012)

Stochastic Behavior Analysis of the Gaussian Kernel Least-Mean-Square Algorithm. - Wemerson Delcio Parreira; José Carlos M. Bermudez; Cédric Richard; Jean-Yves Tourneret (IEEE Trans. Signal Process., 2012)

Non-stationary analysis of the convergence of the Non-Negative Least-Mean-Square algorithm. - Jie Chen 022; Cédric Richard; José Carlos M. Bermudez; Paul Honeine (EUSIPCO, 2013)

A robust test for nonlinear mixture detection in hyperspectral images. - Yoann Altmann; Nicolas Dobigeon; Jean-Yves Tourneret; José Carlos M. Bermudez (ICASSP, 2013)

Statistical analysis of the jointly-optimized acoustic echo cancellation BF-AEC structure. - Marcos H. Maruo; José Carlos M. Bermudez; Leonardo S. Resende (ICASSP, 2013)

Region-Based Wavelet-Packet Adaptive Algorithm for Identification of Sparse Impulse Responses. - Odair A. Noskoski; José Carlos M. Bermudez; Sérgio J. M. de Almeida (IEEE Trans. Signal Process., 2013)

Convergence analysis of kernel LMS algorithm with pre-tuned dictionary. - Jie Chen 022; Wei Gao 021; Cédric Richard; José Carlos M. Bermudez (ICASSP, 2014)

Detection of nonlinear mixtures using Gaussian processes: Application to hyperspectral imaging. - Tales Imbiriba; José C. M. Bermudez; Jean-Yves Tourneret; Cédric Richard (ICASSP, 2014)

Statistical analysis of jointly-optimized GSC implementations of beamformer-assisted acoustic echo cancelers. - Marcos H. Maruo; José Carlos Moreira Bermudez; Leonardo S. Resende (ICASSP, 2014)

Convex combinations of kernel adaptive filters. - Wei Gao 021; Cédric Richard; José Carlos M. Bermudez; Jianguo Huang (MLSP, 2014)

Stochastic analysis of the least mean fourth algorithm for non-stationary white Gaussian inputs. - Eweda Eweda; Neil J. Bershad; José Carlos M. Bermudez (Signal Image Video Process., 2014)

Steady-State Performance of Non-Negative Least-Mean-Square Algorithm and Its Variants. - Jie Chen 022; José Carlos M. Bermudez; Cédric Richard (IEEE Signal Process. Lett., 2014)

Nonlinear Unmixing of Hyperspectral Images: Models and Algorithms. - Nicolas Dobigeon; Jean-Yves Tourneret; Cédric Richard; José C. M. Bermudez; Steve McLaughlin 001; Alfred O. Hero III (IEEE Signal Process. Mag., 2014)

Stochastic Analysis of the LMS and NLMS Algorithms for Cyclostationary White Gaussian Inputs. - Neil J. Bershad; Eweda Eweda; José Carlos M. Bermudez (IEEE Trans. Signal Process., 2014)

Variants of Non-Negative Least-Mean-Square Algorithm and Convergence Analysis. - Jie Chen 022; Cédric Richard; José Carlos M. Bermudez; Paul Honeine (IEEE Trans. Signal Process., 2014)

Statistical Analysis of a Jointly Optimized Beamformer-Assisted Acoustic Echo Canceler. - Marcos H. Maruo; José Carlos M. Bermudez; Leonardo S. Resende (IEEE Trans. Signal Process., 2014)

Band selection in RKHS for fast nonlinear unmixing of hyperspectral images. - Tales Imbiriba; José Carlos M. Bermudez; Cédric Richard; Jean-Yves Tourneret (EUSIPCO, 2015)

Convergence analysis of the augmented complex klms algorithm with pre-tuned dictionary. - Wei Gao 021; Jie Chen 022; Cédric Richard; José Carlos M. Bermudez; Jianguo Huang (ICASSP, 2015)

Technical Report: Band selection for nonlinear unmixing of hyperspectral images as a maximal click problem. - Tales Imbiriba; José Carlos Moreira Bermudez; Cédric Richard (CoRR, 2016)

Stochastic analysis of the Least Mean Kurtosis algorithm for Gaussian inputs. - Neil J. Bershad; José C. M. Bermudez (Digit. Signal Process., 2016)

Reweighted nonnegative least-mean-square algorithm. - Jie Chen 022; Cédric Richard; José Carlos M. Bermudez (Signal Process., 2016)

Stochastic behavior of the nonnegative least mean fourth algorithm for stationary Gaussian inputs and slow learning. - Jingen Ni; Jian Yang; Jie Chen 022; Cédric Richard; José Carlos M. Bermudez (Signal Process., 2016)

Nonparametric Detection of Nonlinearly Mixed Pixels and Endmember Estimation in Hyperspectral Images. - Tales Imbiriba; José Carlos Moreira Bermudez; Cédric Richard; Jean-Yves Tourneret (IEEE Trans. Image Process., 2016)

Stochastic Analysis of an Adaptive Line Enhancer/Canceler With a Cyclostationary Input. - Neil J. Bershad; Eweda Eweda; José Carlos M. Bermudez (IEEE Trans. Signal Process., 2016)

A New Theoretical Model for the Pseudo Affine Projection Algorithm for Unity Step Size and Autoregressive Inputs. - Márcio Holsbach Costa; Sérgio J. M. de Almeida; José Carlos M. Bermudez (IEEE Trans. Signal Process., 2016)

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

A design methodology for the Gaussian KLMS algorithm. - Pedro Pedrosa; José Carlos Moreira Bermudez; Cédric Richard (EUSIPCO, 2017)

A new kernel Kalman filter algorithm for estimating time-varying nonlinear systems. - Juliano B. Rosinha; Sérgio J. M. de Almeida; José C. M. Bermudez (ISCAS, 2017)

Technical Report: A New Decision-Theory-Based Framework for Echo Canceler Control. - Tales Imbiriba; José Carlos M. Bermudez; Jean-Yves Tourneret; Neil J. Bershad (CoRR, 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)

Band Selection for Nonlinear Unmixing of Hyperspectral Images as a Maximal Clique Problem. - Tales Imbiriba; José Carlos Moreira Bermudez; Cédric Richard (IEEE Trans. Image Process., 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)

An adaptive combination constrained proportionate normalized maximum correntropy criterion algorithm for sparse channel estimations. - Yanyan Wang; Yingsong Li 001; José Carlos M. Bermudez; Xiao Han 013 (EURASIP J. Adv. Signal Process., 2018)

Stochastic analysis of soft limiters in the LMS algorithm for stationary white Gaussian inputs - A unified theory. - Neil J. Bershad; Eweda Eweda; José C. M. Bermudez (Signal Process., 2018)

Performance of soft limiters in the LMS algorithm for cyclostationary white Gaussian inputs. - Neil J. Bershad; Eweda Eweda; José C. M. Bermudez (Signal Process., 2018)

Stochastic behavior analysis of the Gaussian KLMS algorithm for a correlated input signal. - Wemerson Delcio Parreira; Márcio H. Costa; José C. M. Bermudez (Signal Process., 2018)

Stochastic Analysis of the LMS and NLMS Algorithms for Cyclostationary White Gaussian and Non-Gaussian Inputs. - Eweda Eweda; Neil J. Bershad; José Carlos M. Bermudez (IEEE Trans. Signal Process., 2018)

A New Decision-Theory-Based Framework for Echo Canceler Control. - Tales Imbiriba; José Carlos M. Bermudez; Jean-Yves Tourneret; Neil J. Bershad (IEEE Trans. Signal Process., 2018)

Non-Destructive Prediction of Pork Meat Degradation using a Stacked Autoencoder Classifier on Hyperspectral Images. - B. B. Gallo; Sérgio J. M. de Almeida; José C. M. Bermudez; Jie Chen 022; Cédric Richard (EUSIPCO, 2019)

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

Stochastic analysis of the LMS algorithm for cyclostationary colored Gaussian and non-Gaussian inputs. - Neil J. Bershad; Eweda Eweda; José C. M. Bermudez (Digit. Signal 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)

Stochastic analysis of the LMS algorithm for cyclostationary colored Gaussian inputs. - José C. M. Bermudez; Neil J. Bershad; Eweda Eweda (Signal Process., 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)

A switched variable step size NLMS adaptive filter. - Neil J. Bershad; José C. M. Bermudez (Digit. Signal Process., 2020)

Highlights From the Signal Processing Theory and Methods Technical Committee [In the Spotlight]. - José C. M. Bermudez; Mónica F. Bugallo; Alle-Jan van der Veen (IEEE Signal Process. Mag., 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)

Stochastic Analysis of the Recursive Least Squares Algorithm for Cyclostationary Colored Inputs. - Eweda Eweda; Neil J. Bershad; José C. M. Bermudez (IEEE Trans. Signal 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)

Stochastic Analysis of the Diffusion Least Mean Square and Normalized Least Mean Square Algorithms for Cyclostationary White Gaussian and Non-Gaussian Inputs. - Eweda Eweda; Neil J. Bershad; José Carlos M. Bermudez (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)

Stochastic analysis of the diffusion LMS algorithm for cyclostationary white Gaussian inputs. - Neil J. Bershad; Eweda Eweda; José Carlos M. Bermudez (Signal Process., 2021)

Fight the Pandemic: Highlights From the 2020 IEEE 5-Minute Video Clip Contest [SP Competitions]. - Tirza Routtenberg; Alberto Carini; Emilie Chouzenoux; Piya Pal; José Carlos Moreira Bermudez; Lucio Marcenaro (IEEE Signal Process. Mag., 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)

A Pathology-Based Machine Learning Method to Assist in Epithelial Dysplasia Diagnosis. - Karoline da Rocha; José C. M. Bermudez; Elena R. C. Rivero; Márcio H. Costa (CoRR, 2022)

Risk-based regulation for all: The need and a method for a wide adoption solution for data-driven inspection targeting. - Celso H. H. Ribas; José C. M. Bermudez (CoRR, 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)

Analysis of a Diffusion LMS Algorithm With Communication Delays for Cyclostationary White Gaussian Inputs. - Eweda Eweda; José Carlos M. Bermudez; Neil J. Bershad (IEEE Trans. Signal Inf. Process. over Networks, 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)

Evaluation Metrics and Method for Planned Regulatory Inspection Targeting. - Celso H. H. Ribas; José C. M. Bermudez (IEEE Access, 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)

A linearly constrained framework for the analysis of the deficient length least-mean square algorithm. - Marcos H. Maruo; José C. M. Bermudez (Digit. Signal Process., 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)

Modified LMS and NLMS algorithms with non-negative weights. - Neil J. Bershad; José C. M. Bermudez (Signal Process., 2024)

Analysis of a Diffusion LMS Algorithm with Probing Delays for Cyclostationary White Gaussian and Non-Gaussian Inputs. - Eweda Eweda; José Carlos M. Bermudez; Neil J. Bershad (Signal Process., 2024)

Analysis of the Least Mean Square algorithm with processing delays in the adaptive arm for Gaussian inputs for system identification. - Neil J. Bershad; José C. M. Bermudez (Signal Process., 2024)

On the variance of the LMS algorithm squared-error sample curve. - Marcos H. Maruo; Sérgio J. M. de Almeida; José C. M. Bermudez (Signal Process., 2026)