José Carlos M. Bermudez
Orcid: 0000-0002-6712-939XAffiliations:
- Federal University of Santa Catarina, Florianópolis, Brazil
According to our database1,
José Carlos M. Bermudez
authored at least 154 papers
between 1993 and 2024.
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Bibliography
2024
Analysis of the Least Mean Square algorithm with processing delays in the adaptive arm for Gaussian inputs for system identification.
Signal Process., April, 2024
IEEE Geosci. Remote. Sens. Lett., 2024
IEEE Access, 2024
2022
Graph Topology Inference With Derivative-Reproducing Property in RKHS: Algorithm and Convergence Analysis.
IEEE Trans. Signal Inf. Process. over Networks, 2022
Analysis of a Diffusion LMS Algorithm With Communication Delays for Cyclostationary White Gaussian Inputs.
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.
SIAM J. Imaging Sci., 2022
IEEE Geosci. Remote. Sens. Lett., 2022
IEEE Geosci. Remote. Sens. Lett., 2022
Risk-based regulation for all: The need and a method for a wide adoption solution for data-driven inspection targeting.
CoRR, 2022
A Pathology-Based Machine Learning Method to Assist in Epithelial Dysplasia Diagnosis.
CoRR, 2022
2021
IEEE Trans. Computational Imaging, 2021
Fight the Pandemic: Highlights From the 2020 IEEE 5-Minute Video Clip Contest [SP Competitions].
IEEE Signal Process. Mag., 2021
Stochastic analysis of the diffusion LMS algorithm for cyclostationary white Gaussian inputs.
Signal Process., 2021
Deep Generative Models for Library Augmentation in Multiple Endmember Spectral Mixture Analysis.
IEEE Geosci. Remote. Sens. Lett., 2021
Coupled Tensor Decomposition for Hyperspectral and Multispectral Image Fusion With Inter-Image Variability.
IEEE J. Sel. Top. Signal Process., 2021
Stochastic Analysis of the Diffusion Least Mean Square and Normalized Least Mean Square Algorithms for Cyclostationary White Gaussian and Non-Gaussian Inputs.
CoRR, 2021
A Homogeneity-Based Multiscale Hyperspectral Image Representation for Sparse Spectral Unmixing.
Proceedings of the IEEE International Conference on Acoustics, 2021
Proceedings of the 55th Asilomar Conference on Signals, Systems, and Computers, 2021
2020
Stochastic Analysis of the Recursive Least Squares Algorithm for Cyclostationary Colored Inputs.
IEEE Trans. Signal Process., 2020
A Blind Multiscale Spatial Regularization Framework for Kernel-Based Spectral Unmixing.
IEEE Trans. Image Process., 2020
A Data Dependent Multiscale Model for Hyperspectral Unmixing With Spectral Variability.
IEEE Trans. Image Process., 2020
Super-Resolution for Hyperspectral and Multispectral Image Fusion Accounting for Seasonal Spectral Variability.
IEEE Trans. Image Process., 2020
Low-Rank Tensor Modeling for Hyperspectral Unmixing Accounting for Spectral Variability.
IEEE Trans. Geosci. Remote. Sens., 2020
Deep Generative Endmember Modeling: An Application to Unsupervised Spectral Unmixing.
IEEE Trans. Computational Imaging, 2020
Highlights From the Signal Processing Theory and Methods Technical Committee [In the Spotlight].
IEEE Signal Process. Mag., 2020
Proceedings of the 28th European Signal Processing Conference, 2020
2019
A New Adaptive Video Super-Resolution Algorithm With Improved Robustness to Innovations.
IEEE Trans. Image Process., 2019
Stochastic analysis of the LMS algorithm for cyclostationary colored Gaussian inputs.
Signal Process., 2019
IEEE Geosci. Remote. Sens. Lett., 2019
Stochastic analysis of the LMS algorithm for cyclostationary colored Gaussian and non-Gaussian inputs.
Digit. Signal Process., 2019
Improved Hyperspectral Unmixing with Endmember Variability Parametrized Using an Interpolated Scaling Tensor.
Proceedings of the IEEE International Conference on Acoustics, 2019
Non-Destructive Prediction of Pork Meat Degradation using a Stacked Autoencoder Classifier on Hyperspectral Images.
Proceedings of the 27th European Signal Processing Conference, 2019
2018
IEEE Trans. Signal Process., 2018
Stochastic Analysis of the LMS and NLMS Algorithms for Cyclostationary White Gaussian and Non-Gaussian Inputs.
IEEE Trans. Signal Process., 2018
Stochastic behavior analysis of the Gaussian KLMS algorithm for a correlated input signal.
Signal Process., 2018
Performance of soft limiters in the LMS algorithm for cyclostationary white Gaussian inputs.
Signal Process., 2018
Stochastic analysis of soft limiters in the LMS algorithm for stationary white Gaussian inputs - A unified theory.
Signal Process., 2018
An adaptive combination constrained proportionate normalized maximum correntropy criterion algorithm for sparse channel estimations.
EURASIP J. Adv. Signal Process., 2018
Comput. Electr. Eng., 2018
Proceedings of the 2018 IEEE Statistical Signal Processing Workshop, 2018
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018
2017
Band Selection for Nonlinear Unmixing of Hyperspectral Images as a Maximal Clique Problem.
IEEE Trans. Image Process., 2017
Tech Report: A Fast Multiscale Spatial Regularization for Sparse Hyperspectral Unmixing.
CoRR, 2017
CoRR, 2017
Proceedings of the IEEE International Symposium on Circuits and Systems, 2017
Proceedings of the 25th European Signal Processing Conference, 2017
Proceedings of the 25th European Signal Processing Conference, 2017
2016
A New Theoretical Model for the Pseudo Affine Projection Algorithm for Unity Step Size and Autoregressive Inputs.
IEEE Trans. Signal Process., 2016
Stochastic Analysis of an Adaptive Line Enhancer/Canceler With a Cyclostationary Input.
IEEE Trans. Signal Process., 2016
Nonparametric Detection of Nonlinearly Mixed Pixels and Endmember Estimation in Hyperspectral Images.
IEEE Trans. Image Process., 2016
Stochastic behavior of the nonnegative least mean fourth algorithm for stationary Gaussian inputs and slow learning.
Signal Process., 2016
Digit. Signal Process., 2016
Technical Report: Band selection for nonlinear unmixing of hyperspectral images as a maximal click problem.
CoRR, 2016
2015
Convergence analysis of the augmented complex klms algorithm with pre-tuned dictionary.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015
Proceedings of the 23rd European Signal Processing Conference, 2015
2014
Statistical Analysis of a Jointly Optimized Beamformer-Assisted Acoustic Echo Canceler.
IEEE Trans. Signal Process., 2014
IEEE Trans. Signal Process., 2014
Stochastic Analysis of the LMS and NLMS Algorithms for Cyclostationary White Gaussian Inputs.
IEEE Trans. Signal Process., 2014
IEEE Signal Process. Mag., 2014
Steady-State Performance of Non-Negative Least-Mean-Square Algorithm and Its Variants.
IEEE Signal Process. Lett., 2014
Stochastic analysis of the least mean fourth algorithm for non-stationary white Gaussian inputs.
Signal Image Video Process., 2014
Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing, 2014
Statistical analysis of jointly-optimized GSC implementations of beamformer-assisted acoustic echo cancelers.
Proceedings of the IEEE International Conference on Acoustics, 2014
Detection of nonlinear mixtures using Gaussian processes: Application to hyperspectral imaging.
Proceedings of the IEEE International Conference on Acoustics, 2014
Proceedings of the IEEE International Conference on Acoustics, 2014
2013
Region-Based Wavelet-Packet Adaptive Algorithm for Identification of Sparse Impulse Responses.
IEEE Trans. Signal Process., 2013
Statistical analysis of the jointly-optimized acoustic echo cancellation BF-AEC structure.
Proceedings of the IEEE International Conference on Acoustics, 2013
Proceedings of the IEEE International Conference on Acoustics, 2013
Non-stationary analysis of the convergence of the Non-Negative Least-Mean-Square algorithm.
Proceedings of the 21st European Signal Processing Conference, 2013
2012
IEEE Trans. Signal Process., 2012
Transient Mean-Square Analysis of Prediction Error Method-Based Adaptive Feedback Cancellation in Hearing Aids.
IEEE Trans. Speech Audio Process., 2012
Identification of sparse impulse responses - design and implementation using the partial Haar block wavelet transform.
Digit. Signal Process., 2012
Proceedings of the 20th European Signal Processing Conference, 2012
Proceedings of the 20th European Signal Processing Conference, 2012
Closed-form conditions for convergence of the Gaussian kernel-least-mean-square algorithm.
Proceedings of the Conference Record of the Forty Sixth Asilomar Conference on Signals, 2012
2011
Stochastic analysis of an error power ratio scheme applied to the affine combination of two LMS adaptive filters.
Signal Process., 2011
Mean-square stability of the Normalized Least-Mean Fourth algorithm for white Gaussian inputs.
Digit. Signal Process., 2011
Proceedings of the 19th European Signal Processing Conference, 2011
Proceedings of the Conference Record of the Forty Fifth Asilomar Conference on Signals, 2011
2010
A Decentralized Approach for Nonlinear Prediction of Time Series Data in Sensor Networks.
EURASIP J. Wirel. Commun. Netw., 2010
Proceedings of the 10th International Conference on Information Sciences, 2010
Mimetic wavelet-packet transform based adaptive algorithm for sparse response identification.
Proceedings of the IEEE International Conference on Acoustics, 2010
Proceedings of the 18th European Signal Processing Conference, 2010
2009
Echo Cancellation - The Generalized Likelihood Ratio Test For Double-Talk Versus Channel Change.
IEEE Trans. Signal Process., 2009
IEEE Trans. Signal Process., 2009
IEEE Trans. Signal Process., 2009
IEEE Trans. Signal Process., 2009
Design of high capacity 3D print codes with visual cues aiming for robustness to the PS channel and external distortions.
Proceedings of the 2009 IEEE International Workshop on Multimedia Signal Processing, 2009
Design of high capacity 3D print codes aiming for robustness to the PS channel and external distortions.
Proceedings of the International Conference on Image Processing, 2009
Functional estimation in Hilbert space for distributed learning in wireless sensor networks.
Proceedings of the IEEE International Conference on Acoustics, 2009
A stochastic model for the deficient length Pseudo Affine Projection adaptive algorithm.
Proceedings of the 17th European Signal Processing Conference, 2009
2008
Informed Choice of the LMS Parameters in Super-Resolution Video Reconstruction Applications.
IEEE Trans. Signal Process., 2008
IEEE Trans. Signal Process., 2008
Stochastic Analysis of the LMS Algorithm for System Identification With Subspace Inputs.
IEEE Trans. Signal Process., 2008
Statistical analysis of the LMS adaptive algorithm subjected to a symmetric dead-zone nonlinearity at the adaptive filter output.
Signal Process., 2008
Proceedings of the Image and Signal Processing - 3rd International Conference, 2008
Mean Weight Behavior of Coupled LMS Adaptive Systems Applied to Acoustic Feedback Cancellation in Hearing Aids.
Proceedings of the Image and Signal Processing - 3rd International Conference, 2008
Low-complexity robust sparse channel identification using partial block wavelet transforms-analysis and implementation.
Proceedings of the IEEE International Conference on Acoustics, 2008
Proceedings of the IEEE International Conference on Acoustics, 2008
Distributed prediction of time series data with kernels and adaptive filtering techniques in sensor networks.
Proceedings of the 42nd Asilomar Conference on Signals, Systems and Computers, 2008
Proceedings of the 42nd Asilomar Conference on Signals, Systems and Computers, 2008
2007
IEEE Trans. Signal Process., 2007
Statistical Analysis of the LMS Algorithm Applied to Super-Resolution Image Reconstruction.
IEEE Trans. Signal Process., 2007
Proceedings of the IEEE International Symposium on Information Theory, 2007
Proceedings of the IEEE International Conference on Acoustics, 2007
Proceedings of the IEEE International Conference on Acoustics, 2007
Proceedings of the IEEE International Conference on Acoustics, 2007
Proceedings of the IEEE International Conference on Acoustics, 2007
Proceedings of the 15th European Signal Processing Conference, 2007
Proceedings of the 15th European Signal Processing Conference, 2007
2006
IEEE Trans. Signal Process., 2006
On the Design of the LMS Algorithm for Robustness to Outliers in Super-Resolution Video Reconstruction.
Proceedings of the International Conference on Image Processing, 2006
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006
Statistical Analysis of the Lms Algorithm Applied to Super-Resolution Video Reconstruction.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006
2005
A statistical analysis of the affine projection algorithm for unity step size and autoregressive inputs.
IEEE Trans. Circuits Syst. I Regul. Pap., 2005
Proceedings of the 2005 International Conference on Image Processing, 2005
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005
2004
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004
Properties of the kurtosis performance surface in linear estimation: application to adaptive filtering.
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004
A stochastic model for the affine projection algorithm operating in a nonstationary environment.
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004
2003
IEEE Trans. Signal Process., 2003
A fully analytical recursive stochastic model to the normalized signed regressor LMS algorithm.
Proceedings of the Seventh International Symposium on Signal Processing and Its Applications, 2003
New results on the stability analysis of the LMF (least mean fourth) adaptive algorithm.
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003
A stochastic model for the convergence behavior of the affine projection algorithm for Gaussian inputs.
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003
2002
Stochastic analysis of the filtered-X LMS algorithm in systems with nonlinear secondary paths.
IEEE Trans. Signal Process., 2002
Proceedings of the 2002 International Symposium on Circuits and Systems, 2002
An improved model for the Normalized LMS algorithm with Gaussian inputs and large number of coefficients.
Proceedings of the IEEE International Conference on Acoustics, 2002
Optimum leakage factor for the MOV-LMS algorithm in nonlinear modeling and control systems.
Proceedings of the IEEE International Conference on Acoustics, 2002
2001
Stochastic analysis of the LMS algorithm with a saturation nonlinearity following the adaptive filter output.
IEEE Trans. Signal Process., 2001
Proceedings of the IEEE International Conference on Acoustics, 2001
A true stochastic gradient adaptive algorithm for applications using nonlinear actuators.
Proceedings of the IEEE International Conference on Acoustics, 2001
2000
IEEE Trans. Signal Process., 2000
Nonlinear secondary-path effects on the transient behavior of the multiple-error FXLMS algorithm.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2000
Proceedings of the IEEE International Conference on Acoustics, 2000
The performance surface in nonlinear mean square estimation: application to the active noise control problem.
Proceedings of the IEEE International Conference on Acoustics, 2000
1999
Statistical analysis of the FXLMS algorithm with a nonlinearity in the secondary-path.
Proceedings of the 1999 International Symposium on Circuits and Systems, ISCAS 1999, Orlando, Florida, USA, May 30, 1999
Proceedings of the 1999 IEEE International Conference on Acoustics, 1999
Statistical analysis of the LMS algorithm with a zero-memory nonlinearity after the adaptive filter.
Proceedings of the 1999 IEEE International Conference on Acoustics, 1999
1998
Sinusoidal interference rejection analysis of an LMS adaptive feedforward controller with a noisy periodic reference.
IEEE Trans. Signal Process., 1998
Proceedings of the 1998 IEEE International Conference on Acoustics, 1998
1996
A nonlinear analytical model for the quantized LMS algorithm-the power-of-two step size case.
IEEE Trans. Signal Process., 1996
New insights on the transient and steady-state behavior of the quantized LMS algorithm.
IEEE Trans. Signal Process., 1996
Transient and tracking performance analysis of the quantized LMS algorithm for time-varying system identification.
IEEE Trans. Signal Process., 1996
A nonlinear analytical model for the quantized LMS algorithm-the arbitrary step size case.
IEEE Trans. Signal Process., 1996
Analysis of an LMS adaptive feedforward controller for periodic disturbance rejection: Non-wiener solutions for the LMS algorithm with a noisy reference-revisited.
Proceedings of the 8th European Signal Processing Conference, 1996
1995
A nonlinear analytical model for quantization effects in the LMS algorithm with power-of-two step size.
Proceedings of the 1995 International Conference on Acoustics, 1995
1993
An improved quantization model for the finite precision LMS adaptive algorithm.
Proceedings of the 1993 IEEE International Symposium on Circuits and Systems, 1993