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ORCIDJosé Carlos M. Bermudez
José Carlos Moreira Bermudez – José C. M. Bermudez
Person information
- affiliation: Federal University of Santa Catarina, Florianópolis, Brazil
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Journal Articles
- 2024
[j76]Celso H. H. Ribas
, José C. M. Bermudez:
Evaluation Metrics and Method for Planned Regulatory Inspection Targeting. IEEE Access 12: 19911-19923 (2024)- [j75]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: 1-5 (2024) - [j74]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: 109325 (2024) - [j73]Eweda Eweda, José Carlos M. Bermudez, Neil J. Bershad:
Analysis of a Diffusion LMS Algorithm with Probing Delays for Cyclostationary White Gaussian and Non-Gaussian Inputs. Signal Process. 219: 109428 (2024) - 2022
- [j72]Ricardo Augusto Borsoi, Tales Imbiriba, Pau Closas, José Carlos M. Bermudez, Cédric Richard:
Kalman Filtering and Expectation Maximization for Multitemporal Spectral Unmixing. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j71]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: 1-5 (2022) - [j70]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): 110-138 (2022) - [j69]Mircea Moscu, Ricardo Augusto Borsoi, Cédric Richard, José Carlos M. Bermudez:
Graph Topology Inference With Derivative-Reproducing Property in RKHS: Algorithm and Convergence Analysis. IEEE Trans. Signal Inf. Process. over Networks 8: 78-91 (2022) - [j68]Eweda Eweda, José Carlos M. Bermudez, Neil J. Bershad:
Analysis of a Diffusion LMS Algorithm With Communication Delays for Cyclostationary White Gaussian Inputs. IEEE Trans. Signal Inf. Process. over Networks 8: 960-972 (2022) - 2021
- [j67]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): 702-717 (2021) - [j66]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): 1831-1835 (2021) - [j65]Neil J. Bershad, Eweda Eweda, José Carlos M. Bermudez:
Stochastic analysis of the diffusion LMS algorithm for cyclostationary white Gaussian inputs. Signal Process. 185: 108081 (2021) - [j64]Tirza Routtenberg, Alberto Carini, Emilie 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): 138-143 (2021) - [j63]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: 975-988 (2021) - 2020
- [j62]Neil J. Bershad, José C. M. Bermudez:
A switched variable step size NLMS adaptive filter. Digit. Signal Process. 101: 102730 (2020) - [j61]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): 102-104 (2020) - [j60]Ricardo Augusto Borsoi, Tales Imbiriba, José Carlos Moreira Bermudez:
Deep Generative Endmember Modeling: An Application to Unsupervised Spectral Unmixing. IEEE Trans. Computational Imaging 6: 374-384 (2020) - [j59]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): 1833-1842 (2020) - [j58]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: 116-127 (2020) - [j57]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: 3638-3651 (2020) - [j56]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: 4965-4979 (2020) - [j55]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: 676-686 (2020) - 2019
- [j54]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: 149-159 (2019) - [j53]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): 598-602 (2019) - [j52]José C. M. Bermudez, Neil J. Bershad, Eweda Eweda:
Stochastic analysis of the LMS algorithm for cyclostationary colored Gaussian inputs. Signal Process. 160: 127-136 (2019) - [j51]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): 673-686 (2019) - 2018
- [j50]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: 1-13 (2018) - [j49]Yanyan Wang, Yingsong Li, José Carlos M. Bermudez, Xiao Han:
An adaptive combination constrained proportionate normalized maximum correntropy criterion algorithm for sparse channel estimations. EURASIP J. Adv. Signal Process. 2018: 58 (2018) - [j48]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: 27-35 (2018) - [j47]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: 197-205 (2018) - [j46]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: 286-291 (2018) - [j45]Tales Imbiriba, José Carlos M. Bermudez, Jean-Yves Tourneret, Neil J. Bershad:
A New Decision-Theory-Based Framework for Echo Canceler Control. IEEE Trans. Signal Process. 66(16): 4304-4314 (2018) - [j44]Eweda Eweda, Neil J. Bershad, José Carlos M. Bermudez:
Stochastic Analysis of the LMS and NLMS Algorithms for Cyclostationary White Gaussian and Non-Gaussian Inputs. IEEE Trans. Signal Process. 66(18): 4753-4765 (2018) - 2017
- [j43]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): 2179-2191 (2017) - 2016
- [j42]Neil J. Bershad, José C. M. Bermudez:
Stochastic analysis of the Least Mean Kurtosis algorithm for Gaussian inputs. Digit. Signal Process. 54: 35-45 (2016) - [j41]Jingen Ni, Jian Yang, Jie Chen, Cédric Richard, José Carlos M. Bermudez:
Stochastic behavior of the nonnegative least mean fourth algorithm for stationary Gaussian inputs and slow learning. Signal Process. 128: 18-27 (2016) - [j40]Jie Chen, Cédric Richard, José Carlos M. Bermudez:
Reweighted nonnegative least-mean-square algorithm. Signal Process. 128: 131-141 (2016) - [j39]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): 1136-1151 (2016) - [j38]Neil J. Bershad, Eweda Eweda, José Carlos M. Bermudez:
Stochastic Analysis of an Adaptive Line Enhancer/Canceler With a Cyclostationary Input. IEEE Trans. Signal Process. 64(1): 104-119 (2016) - [j37]Márcio Holsbach Costa, Sérgio J. M. de Almeida, José Carlos M. Bermudez:
A New Theoretical Model for the Pseudo Affine Projection Algorithm for Unity Step Size and Autoregressive Inputs. IEEE Trans. Signal Process. 64(14): 3591-3604 (2016) - 2014
- [j36]Eweda Eweda, Neil J. Bershad, José Carlos M. Bermudez:
Stochastic analysis of the least mean fourth algorithm for non-stationary white Gaussian inputs. Signal Image Video Process. 8(1): 133-142 (2014) - [j35]Jie Chen, José Carlos M. Bermudez, Cédric Richard:
Steady-State Performance of Non-Negative Least-Mean-Square Algorithm and Its Variants. IEEE Signal Process. Lett. 21(8): 928-932 (2014) - [j34]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): 82-94 (2014) - [j33]Marcos H. Maruo, José Carlos M. Bermudez, Leonardo S. Resende:
Statistical Analysis of a Jointly Optimized Beamformer-Assisted Acoustic Echo Canceler. IEEE Trans. Signal Process. 62(1): 252-265 (2014) - [j32]Neil J. Bershad, Eweda Eweda, José Carlos M. Bermudez:
Stochastic Analysis of the LMS and NLMS Algorithms for Cyclostationary White Gaussian Inputs. IEEE Trans. Signal Process. 62(9): 2238-2249 (2014) - [j31]Jie Chen, Cédric Richard, José Carlos M. Bermudez, Paul Honeine:
Variants of Non-Negative Least-Mean-Square Algorithm and Convergence Analysis. IEEE Trans. Signal Process. 62(15): 3990-4005 (2014) - 2013
- [j30]Odair A. Noskoski, José Carlos M. Bermudez, Sérgio J. M. de Almeida:
Region-Based Wavelet-Packet Adaptive Algorithm for Identification of Sparse Impulse Responses. IEEE Trans. Signal Process. 61(13): 3321-3333 (2013) - 2012
- [j29]Celso H. H. Ribas, José Carlos M. Bermudez, Neil J. Bershad:
Identification of sparse impulse responses - design and implementation using the partial Haar block wavelet transform. Digit. Signal Process. 22(6): 1073-1084 (2012) - [j28]Yasmín Montenegro M., José Carlos M. Bermudez:
Transient Mean-Square Analysis of Prediction Error Method-Based Adaptive Feedback Cancellation in Hearing Aids. IEEE Trans. Speech Audio Process. 20(1): 261-275 (2012) - [j27]Wemerson Delcio Parreira, José Carlos M. Bermudez, Cédric Richard, Jean-Yves Tourneret:
Stochastic Behavior Analysis of the Gaussian Kernel Least-Mean-Square Algorithm. IEEE Trans. Signal Process. 60(5): 2208-2222 (2012) - 2011
- [j26]Neil J. Bershad, José Carlos M. Bermudez:
Mean-square stability of the Normalized Least-Mean Fourth algorithm for white Gaussian inputs. Digit. Signal Process. 21(6): 694-700 (2011) - [j25]José Carlos M. Bermudez, Neil J. Bershad, Jean-Yves Tourneret:
Stochastic analysis of an error power ratio scheme applied to the affine combination of two LMS adaptive filters. Signal Process. 91(11): 2615-2622 (2011) - [j24]Jie Chen, Cédric Richard, José Carlos M. Bermudez, Paul Honeine:
Nonnegative Least-Mean-Square Algorithm. IEEE Trans. Signal Process. 59(11): 5225-5235 (2011) - 2010
- [j23]Paul Honeine, Cédric Richard, José Carlos M. Bermudez, Jie Chen, Hichem Snoussi:
A Decentralized Approach for Nonlinear Prediction of Time Series Data in Sensor Networks. EURASIP J. Wirel. Commun. Netw. 2010 (2010) - 2009
- [j22]Sérgio J. M. de Almeida, José Carlos M. Bermudez, Neil J. Bershad:
A Stochastic Model for a Pseudo Affine Projection Algorithm. IEEE Trans. Signal Process. 57(1): 107-118 (2009) - [j21]Jean-Yves Tourneret, Neil J. Bershad, José Carlos M. Bermudez:
Echo Cancellation - The Generalized Likelihood Ratio Test For Double-Talk Versus Channel Change. IEEE Trans. Signal Process. 57(3): 916-926 (2009) - [j20]Cédric Richard, José Carlos M. Bermudez, Paul Honeine:
Online Prediction of Time Series Data With Kernels. IEEE Trans. Signal Process. 57(3): 1058-1067 (2009) - [j19]Guilherme Holsbach Costa, José Carlos M. Bermudez:
Registration errors: are they always bad for super-resolution? IEEE Trans. Signal Process. 57(10): 3815-3826 (2009) - 2008
- [j18]Márcio Holsbach Costa, José Carlos M. Bermudez:
A noise resilient variable step-size LMS algorithm. Signal Process. 88(3): 733-748 (2008) - [j17]Márcio Holsbach Costa, Leandro Ronchini Ximenes, José Carlos M. Bermudez:
Statistical analysis of the LMS adaptive algorithm subjected to a symmetric dead-zone nonlinearity at the adaptive filter output. Signal Process. 88(6): 1485-1495 (2008) - [j16]Guilherme Holsbach Costa, José Carlos M. Bermudez:
Informed Choice of the LMS Parameters in Super-Resolution Video Reconstruction Applications. IEEE Trans. Signal Process. 56(2): 555-564 (2008) - [j15]Neil J. Bershad, José Carlos M. Bermudez, Jean-Yves Tourneret:
Stochastic Analysis of the LMS Algorithm for System Identification With Subspace Inputs. IEEE Trans. Signal Process. 56(3): 1018-1027 (2008) - [j14]Neil J. Bershad, José Carlos M. Bermudez, Jean-Yves Tourneret:
An Affine Combination of Two LMS Adaptive Filters - Transient Mean-Square Analysis. IEEE Trans. Signal Process. 56(5): 1853-1864 (2008) - 2007
- [j13]Guilherme Holsbach Costa, José Carlos M. Bermudez:
Statistical Analysis of the LMS Algorithm Applied to Super-Resolution Image Reconstruction. IEEE Trans. Signal Process. 55(5-2): 2084-2095 (2007) - [j12]Pedro Inácio Hübscher, José Carlos M. Bermudez, Victor H. Nascimento:
A Mean-Square Stability Analysis of the Least Mean Fourth Adaptive Algorithm. IEEE Trans. Signal Process. 55(8): 4018-4028 (2007) - 2006
- [j11]Victor H. Nascimento, José Carlos M. Bermudez:
Probability of divergence for the least-mean fourth algorithm. IEEE Trans. Signal Process. 54(4): 1376-1385 (2006) - 2005
- [j10]Sérgio J. M. de Almeida, José Carlos M. Bermudez, Neil J. Bershad, Márcio Holsbach Costa:
A statistical analysis of the affine projection algorithm for unity step size and autoregressive inputs. IEEE Trans. Circuits Syst. I Regul. Pap. 52-I(7): 1394-1405 (2005) - 2003
- [j9]Pedro Inácio Hübscher, José Carlos M. Bermudez:
An improved statistical analysis of the least mean fourth (LMF) adaptive algorithm. IEEE Trans. Signal Process. 51(3): 664-671 (2003) - 2002
- [j8]Márcio Holsbach Costa, José Carlos M. Bermudez, Neil J. Bershad:
Stochastic analysis of the filtered-X LMS algorithm in systems with nonlinear secondary paths. IEEE Trans. Signal Process. 50(6): 1327-1342 (2002) - 2001
- [j7]Márcio Holsbach Costa, José Carlos M. Bermudez, Neil J. Bershad:
Stochastic analysis of the LMS algorithm with a saturation nonlinearity following the adaptive filter output. IEEE Trans. Signal Process. 49(7): 1370-1387 (2001) - 2000
- [j6]Orlando José Tobias, José Carlos M. Bermudez, Neil J. Bershad:
Mean weight behavior of the filtered-X LMS algorithm. IEEE Trans. Signal Process. 48(4): 1061-1075 (2000) - 1998
- [j5]Neil J. Bershad, José Carlos M. Bermudez:
Sinusoidal interference rejection analysis of an LMS adaptive feedforward controller with a noisy periodic reference. IEEE Trans. Signal Process. 46(5): 1298-1313 (1998) - 1996
- [j4]José Carlos M. Bermudez, Neil J. Bershad:
A nonlinear analytical model for the quantized LMS algorithm-the arbitrary step size case. IEEE Trans. Signal Process. 44(5): 1175-1183 (1996) - [j3]José Carlos M. Bermudez, Neil J. Bershad:
Transient and tracking performance analysis of the quantized LMS algorithm for time-varying system identification. IEEE Trans. Signal Process. 44(8): 1990-1997 (1996) - [j2]Neil J. Bershad, José Carlos M. Bermudez:
New insights on the transient and steady-state behavior of the quantized LMS algorithm. IEEE Trans. Signal Process. 44(10): 2623-2625 (1996) - [j1]Neil J. Bershad, José Carlos M. Bermudez:
A nonlinear analytical model for the quantized LMS algorithm-the power-of-two step size case. IEEE Trans. Signal Process. 44(11): 2895-2900 (1996)
Conference and Workshop Papers
- 2021
- [c74]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: 1586-1590 - [c73]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: 1460-1464 - 2020
- [c72]R. A. Borsoi, Cédric Richard, André Ferrari, Jie Chen, José Carlos M. Bermudez:
Online Graph-Based Change Point Detection in Multiband Image Sequences. EUSIPCO 2020: 850-854 - 2019
- [c71]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: 1-5 - [c70]Ricardo Augusto Borsoi, Tales Imbiriba, José Carlos Moreira Bermudez:
Improved Hyperspectral Unmixing with Endmember Variability Parametrized Using an Interpolated Scaling Tensor. ICASSP 2019: 2177-2181 - 2018
- [c69]Tales Imbiriba, Ricardo Augusto Borsoi, José Carlos Moreira Bermudez:
Generalized Linear Mixing Model Accounting for Endmember Variability. ICASSP 2018: 1862-1866 - [c68]Tales Imbiriba, Ricardo Augusto Borsoi, José Carlos Moreira Bermudez:
A Low-Rank Tensor Regularization Strategy for Hyperspectral Unmixing. SSP 2018: 373-377 - 2017
- [c67]Ricardo Augusto Borsoi, Guilherme Holsbach Costa, José Carlos Moreira Bermudez:
A new adaptive video SRR algorithm with improved robustness to innovations. EUSIPCO 2017: 1505-1509 - [c66]Pedro Pedrosa, José Carlos Moreira Bermudez, Cédric Richard:
A design methodology for the Gaussian KLMS algorithm. EUSIPCO 2017: 2634-2638 - [c65]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: 1-4 - 2015
- [c64]Tales Imbiriba, José Carlos M. Bermudez, Cédric Richard, Jean-Yves Tourneret:
Band selection in RKHS for fast nonlinear unmixing of hyperspectral images. EUSIPCO 2015: 1651-1655 - [c63]Wei Gao, Jie Chen, Cédric Richard, José Carlos M. Bermudez, Jianguo Huang:
Convergence analysis of the augmented complex klms algorithm with pre-tuned dictionary. ICASSP 2015: 2006-2010 - 2014
- [c62]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: 6394-6398 - [c61]Jie Chen, Wei Gao, Cédric Richard, José Carlos M. Bermudez:
Convergence analysis of kernel LMS algorithm with pre-tuned dictionary. ICASSP 2014: 7243-7247 - [c60]Tales Imbiriba, José C. M. Bermudez, Jean-Yves Tourneret, Cédric Richard:
Detection of nonlinear mixtures using Gaussian processes: Application to hyperspectral imaging. ICASSP 2014: 7949-7953 - [c59]Wei Gao, Cédric Richard, José Carlos M. Bermudez, Jianguo Huang:
Convex combinations of kernel adaptive filters. MLSP 2014: 1-5 - 2013
- [c58]Jie Chen, Cédric Richard, José Carlos M. Bermudez, Paul Honeine:
Non-stationary analysis of the convergence of the Non-Negative Least-Mean-Square algorithm. EUSIPCO 2013: 1-5 - [c57]Yoann Altmann, Nicolas Dobigeon, Jean-Yves Tourneret, José Carlos M. Bermudez:
A robust test for nonlinear mixture detection in hyperspectral images. ICASSP 2013: 2149-2153 - [c56]Marcos H. Maruo, José Carlos M. Bermudez, Leonardo S. Resende:
Statistical analysis of the jointly-optimized acoustic echo cancellation BF-AEC structure. ICASSP 2013: 5840-5844 - 2012
- [c55]Cédric Richard, José Carlos M. Bermudez:
Closed-form conditions for convergence of the Gaussian kernel-least-mean-square algorithm. ACSCC 2012: 1797-1801 - [c54]Leonardo Silva Resende, José Carlos Moreira Bermudez:
A linearly-constrained approach for filtered-x wiener filtering. EUSIPCO 2012: 16-20 - [c53]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: 2610-2614 - 2011
- [c52]Jie Chen, Cédric Richard, José Carlos M. Bermudez, Paul Honeine:
A modified non-negative LMS algorithm and its stochastic behavior analysis. ACSCC 2011: 542-546 - [c51]Wemerson Delcio Parreira, José Carlos M. Bermudez, Cédric Richard, Jean-Yves Tourneret:
Steady-state behavior and design of the Gaussian KLMS algorithm. EUSIPCO 2011: 121-125 - [c50]Wemerson Delcio Parreira, José Carlos M. Bermudez, Cédric Richard, Jean-Yves Tourneret:
Stochastic behavior analysis of the Gaussian Kernel Least Mean Square algorithm. ICASSP 2011: 4116-4119 - 2010
- [c49]Sérgio J. M. de Almeida, Márcio Holsbach Costa, José Carlos M. Bermudez:
A theoretical model for the deficient order pseudo-affine projection algorithm. EUSIPCO 2010: 1718-1722 - [c48]Odair A. Noskoski, José Carlos M. Bermudez:
Mimetic wavelet-packet transform based adaptive algorithm for sparse response identification. ICASSP 2010: 3818-3821 - [c47]Sérgio J. M. de Almeida, Márcio Holsbach Costa, José Carlos M. Bermudez:
A stochastic model for the deficient order Affine Projection algorithm. ISSPA 2010: 554-557 - 2009
- [c46]Sérgio J. M. de Almeida, Márcio Holsbach Costa, José Carlos M. Bermudez:
A stochastic model for the deficient length Pseudo Affine Projection adaptive algorithm. EUSIPCO 2009: 1715-1719 - [c45]Paul Honeine, Cédric Richard, José Carlos M. Bermudez, Hichem Snoussi, Mehdi Essoloh, François Vincent:
Functional estimation in Hilbert space for distributed learning in wireless sensor networks. ICASSP 2009: 2861-2864 - [c44]Joceli Mayer, José Carlos M. Bermudez, Andrei P. Legg, Bartolomeu F. Uchôa Filho, Debargha Mukherjee, Amir Said, Ramin Samadani, Steven J. Simske:
Design of high capacity 3D print codes aiming for robustness to the PS channel and external distortions. ICIP 2009: 105-108 - [c43]Joceli Mayer, José Carlos M. Bermudez, Andrei P. Legg, Bartolomeu F. Uchôa Filho, Debargha Mukherjee, Amir Said, Ramin Samadani, Steven J. Simske:
Design of high capacity 3D print codes with visual cues aiming for robustness to the PS channel and external distortions. MMSP 2009: 1-6 - 2008
- [c42]José Carlos M. Bermudez, Neil J. Bershad, Jean-Yves Tourneret:
An affine combination of two NLMS adaptive filters - Transient mean-square analysis. ACSCC 2008: 230-235 - [c41]Paul Honeine, Cédric Richard, José Carlos M. Bermudez, Hichem Snoussi:
Distributed prediction of time series data with kernels and adaptive filtering techniques in sensor networks. ACSCC 2008: 246-250 - [c40]Celso H. H. Ribas, José Carlos M. Bermudez, Neil J. Bershad:
Low-complexity robust sparse channel identification using partial block wavelet transforms-analysis and implementation. ICASSP 2008: 3281-3284 - [c39]Neil J. Bershad, José Carlos M. Bermudez, Jean-Yves Tourneret:
On performance bounds for an affine combination of two LMS adaptive filters. ICASSP 2008: 3297-3300 - [c38]Yasmín Montenegro M., José Carlos M. Bermudez:
Mean Weight Behavior of Coupled LMS Adaptive Systems Applied to Acoustic Feedback Cancellation in Hearing Aids. ICISP 2008: 527-535 - [c37]Odair A. Noskoski, José Carlos M. Bermudez:
Region-Based Wavelet-Packet Adaptive Algorithm for Sparse Response Identification. ICISP 2008: 588-595 - 2007
- [c36]Márcio Holsbach Costa, José Carlos M. Bermudez:
Mean-square error analysis of the LMS-RVSS adaptive algorithm. EUSIPCO 2007: 208-212 - [c35]Sérgio J. M. de Almeida, Márcio Holsbach Costa, José C. M. Bermudez:
Statistical analysis of the deficient length affine projection adaptive algorithm. EUSIPCO 2007: 380-384 - [c34]Joceli Mayer, José Carlos M. Bermudez:
Improving Robustness of CDM Spread Spectrumwatermarking. ICASSP (2) 2007: 169-172 - [c33]Guilherme Holsbach Costa, José Carlos M. Bermudez:
Are Registration Errors Always Bad for Super-Resolution? ICASSP (1) 2007: 569-572 - [c32]Odair A. Noskoski, José Carlos M. Bermudez:
Wavelet-Packet-Based Adaptive Algorithm for Sparse Impulse Response Identification. ICASSP (3) 2007: 1321-1324 - [c31]Neil J. Bershad, José Carlos M. Bermudez, Jean-Yves Tourneret:
Analysis of LMS Algorithm Behavior with Subspace Inputs. ICASSP (3) 2007: 1357-1360 - [c30]Paul Honeine, Cédric Richard, José Carlos M. Bermudez:
On-line Nonlinear Sparse Approximation of Functions. ISIT 2007: 956-960 - 2006
- [c29]Márcio H. Costa, José Carlos M. Bermudez:
A Robust Variable Step Size Algorithm for Lms Adaptive Filters. ICASSP (3) 2006: 93-96 - [c28]Yasmín Montenegro M., José Carlos M. Bermudez, Vítor H. Nascimento:
Modeling Finite Precision Lms Behavior Using Markov Chains. ICASSP (3) 2006: 97-100 - [c27]Guilherme Holsbach Costa, José Carlos M. Bermudez:
Statistical Analysis of the Lms Algorithm Applied to Super-Resolution Video Reconstruction. ICASSP (3) 2006: 101-104 - [c26]Guilherme Holsbach Costa, José Carlos M. Bermudez:
On the Design of the LMS Algorithm for Robustness to Outliers in Super-Resolution Video Reconstruction. ICIP 2006: 1737-1740 - 2005
- [c25]Guillaume Barrault, Márcio H. Costa, José C. M. Bermudez, Arcanjo Lenzi:
A new analytical model for the NLMS algorithm. ICASSP (4) 2005: 41-44 - [c24]Vítor H. Nascimento, José Carlos M. Bermudez:
When is the least-mean fourth algorithm mean-square stable? ICASSP (4) 2005: 341-344 - [c23]Joceli Mayer, José Carlos M. Bermudez:
Multi-bit informed embedding watermarking with constant robustness. ICIP (1) 2005: 669-672 - 2004
- [c22]Sérgio J. M. de Almeida, José Carlos M. Bermudez, Neil J. Bershad:
A stochastic model for the affine projection algorithm operating in a nonstationary environment. ICASSP (2) 2004: 449-452 - [c21]Leonardo S. Resende, Carlos A. F. da Rocha, José Carlos M. Bermudez, Maurice G. Bellanger:
A statistical analysis of the multi-split LMS algorithm. ICASSP (2) 2004: 457-460 - [c20]Charles S. Ludovico, José Carlos M. Bermudez:
A recursive least squares algorithm robust to low-power excitation. ICASSP (2) 2004: 673-676 - [c19]Pedro Inácio Hübscher, José Carlos M. Bermudez:
Properties of the kurtosis performance surface in linear estimation: application to adaptive filtering. ICASSP (2) 2004: 837-840 - 2003
- [c18]Sérgio J. M. de Almeida, José Carlos M. Bermudez, Neil J. Bershad, Márcio H. Costa:
A stochastic model for the convergence behavior of the affine projection algorithm for Gaussian inputs. ICASSP (6) 2003: 313-316 - [c17]Pedro Inácio Hübscher, Vítor H. Nascimento, José Carlos M. Bermudez:
New results on the stability analysis of the LMF (least mean fourth) adaptive algorithm. ICASSP (6) 2003: 369-372 - [c16]Márcio H. Costa, José C. M. Bermudez:
A fully analytical recursive stochastic model to the normalized signed regressor LMS algorithm. ISSPA (2) 2003: 587-590 - 2002
- [c15]Márcio Holsbach Costa, José Carlos M. Bermudez:
An improved model for the Normalized LMS algorithm with Gaussian inputs and large number of coefficients. ICASSP 2002: 1385-1388 - [c14]José Carlos M. Bermudez, Márcio Holsbach Costa:
Optimum leakage factor for the MOV-LMS algorithm in nonlinear modeling and control systems. ICASSP 2002: 1393-1396 - [c13]Pedro Inácio Hübscher, José Carlos M. Bermudez:
An improved stochastic model for the least mean fourth (LMF) adaptive algorithm. ISCAS (1) 2002: 25-28 - 2001
- [c12]Márcio H. Costa, José C. M. Bermudez:
A true stochastic gradient adaptive algorithm for applications using nonlinear actuators. ICASSP 2001: 3489-3492 - [c11]Cássio Guimarães Lopes, José Carlos Moreira Bermudez:
Evaluation and design of variable step size adaptive algorithms. ICASSP 2001: 3845-3848 - 2000
- [c10]Orlando José Tobias, José Carlos M. Bermudez, Neil J. Bershad:
Stochastic analysis of the delayed LMS algorithm for a new model. ICASSP 2000: 404-407 - [c9]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: 841-844 - [c8]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: 598-601 - 1999
- [c7]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: 1661-1664 - [c6]Orlando José Tobias, José C. M. Bermudez, Neil J. Bershad, Rui Seara:
Second moment analysis of the filtered-X LMS algorithm. ICASSP 1999: 1873-1876 - [c5]Márcio Holsbach Costa, José Carlos M. Bermudez, Neil J. Bershad:
Statistical analysis of the FXLMS algorithm with a nonlinearity in the secondary-path. ISCAS (3) 1999: 166-169 - 1998
- [c4]Orlando José Tobias, José C. M. Bermudez, Neil J. Bershad, Rui Seara:
Mean weight behavior of the Filtered-X LMS algorithm. ICASSP 1998: 3545-3548 - 1996
- [c3]Neil J. Bershad, José Carlos M. Bermudez:
Analysis of an LMS adaptive feedforward controller for periodic disturbance rejection: Non-wiener solutions for the LMS algorithm with a noisy reference-revisited. EUSIPCO 1996: 1-4 - 1995
- [c2]José Carlos M. Bermudez, Neil J. Bershad:
A nonlinear analytical model for quantization effects in the LMS algorithm with power-of-two step size. ICASSP 1995: 1376-1379 - 1993
- [c1]Rui Seara, José Carlos M. Bermudez, Walter P. Carpes Jr.:
An improved quantization model for the finite precision LMS adaptive algorithm. ISCAS 1993: 858-861
Informal and Other Publications
- 2024
- [i24]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 abs/2401.13161 (2024) - 2022
- [i23]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 abs/2204.03572 (2022) - [i22]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 abs/2204.03583 (2022) - 2021
- [i21]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 abs/2104.08409 (2021) - [i20]Eweda Eweda, Neil J. Bershad, José Carlos M. Bermudez:
Stochastic Analysis of the Diffusion Least Mean Square and Normalized Least Mean Square Algorithms for Cyclostationary White Gaussian and Non-Gaussian Inputs. CoRR abs/2108.02616 (2021) - 2020
- [i19]Ricardo Augusto Borsoi, Tales Imbiriba, Pau Closas, José Carlos Moreira Bermudez, Cédric Richard:
Kalman Filtering and Expectation Maximization for Multitemporal Spectral Unmixing. CoRR abs/2001.00425 (2020) - 2019
- [i18]Ricardo Augusto Borsoi, Tales Imbiriba, José Carlos Moreira Bermudez:
Improved Hyperspectral Unmixing With Endmember Variability Parametrized Using an Interpolated Scaling Tensor. CoRR abs/1901.00463 (2019) - [i17]Ricardo Augusto Borsoi, Tales Imbiriba, José Carlos Moreira Bermudez:
Deep Generative Endmember Modeling: An Application to Unsupervised Spectral Unmixing. CoRR abs/1902.05528 (2019) - [i16]Ricardo Augusto Borsoi, Tales Imbiriba, José Carlos Moreira Bermudez, Cédric Richard:
A Blind Multiscale Spatial Regularization Framework for Kernel-based Spectral Unmixing. CoRR abs/1908.06925 (2019) - [i15]Ricardo Augusto Borsoi, Tales Imbiriba, José Carlos Moreira Bermudez, Cédric Richard:
Deep Generative Models for Library Augmentation in Multiple Endmember Spectral Mixture Analysis. CoRR abs/1909.09741 (2019) - 2018
- [i14]Tales Imbiriba, Ricardo Augusto Borsoi, José Carlos Moreira Bermudez:
A Low-rank Tensor Regularization Strategy for Hyperspectral Unmixing. CoRR abs/1803.06355 (2018) - [i13]Ricardo Augusto Borsoi, Tales Imbiriba, José Carlos Moreira Bermudez:
A Data Dependent Multiscale Model for Hyperspectral Unmixing With Spectral Variability. CoRR abs/1808.01047 (2018) - [i12]Ricardo Augusto Borsoi, Tales Imbiriba, José Carlos Moreira Bermudez:
Super-Resolution for Hyperspectral and Multispectral Image Fusion Accounting for Seasonal Spectral Variability. CoRR abs/1808.10072 (2018) - [i11]Tales Imbiriba, Ricardo Augusto Borsoi, José Carlos Moreira Bermudez:
Low-Rank Tensor Modeling for Hyperspectral Unmixing Accounting for Spectral Variability. CoRR abs/1811.02413 (2018) - 2017
- [i10]R. A. Borsoi, Julio Cesar Ceballos Aya, Guilherme Holsbach Costa, José C. M. Bermudez:
Super-Resolution Reconstruction of Electrical Impedance Tomography Images. CoRR abs/1701.00031 (2017) - [i9]Ricardo Augusto Borsoi, Guilherme Holsbach Costa, José Carlos Moreira Bermudez:
A New Adaptive Video SRR Algorithm With Improved Robustness to Innovations. CoRR abs/1706.04695 (2017) - [i8]Tales Imbiriba, Ricardo Augusto Borsoi, José Carlos Moreira Bermudez:
Generalized linear mixing model accounting for endmember variability. CoRR abs/1710.07723 (2017) - [i7]Tales Imbiriba, José Carlos M. Bermudez, Jean-Yves Tourneret, Neil J. Bershad:
Technical Report: A New Decision-Theory-Based Framework for Echo Canceler Control. CoRR abs/1711.11454 (2017) - [i6]Ricardo Augusto Borsoi, Tales Imbiriba, José Carlos Moreira Bermudez, Cédric Richard:
Tech Report: A Fast Multiscale Spatial Regularization for Sparse Hyperspectral Unmixing. CoRR abs/1712.01770 (2017) - 2016
- [i5]Tales Imbiriba, José Carlos Moreira Bermudez, Cédric Richard:
Technical Report: Band selection for nonlinear unmixing of hyperspectral images as a maximal click problem. CoRR abs/1603.00437 (2016) - 2015
- [i4]Tales Imbiriba, José C. M. Bermudez, Cédric Richard, Jean-Yves Tourneret:
Band selection in RKHS for fast nonlinear unmixing of hyperspectral images. CoRR abs/1503.02090 (2015) - [i3]Tales Imbiriba, José Carlos Moreira Bermudez, Cédric Richard, Jean-Yves Tourneret:
Nonparametric Detection of Nonlinearly Mixed Pixels and Endmember Estimation in Hyperspectral Images. CoRR abs/1503.05521 (2015) - [i2]Jingen Ni, Jian Yang, Jie Chen, Cédric Richard, José Carlos M. Bermudez:
Stochastic Behavior of the Nonnegative Least Mean Fourth Algorithm for Stationary Gaussian Inputs and Slow Learning. CoRR abs/1508.05873 (2015) - 2014
- [i1]Jie Chen, José Carlos M. Bermudez, Cédric Richard:
Steady-state performance of non-negative least-mean-square algorithm and its variants. CoRR abs/1401.6376 (2014)
Coauthor Index
Sérgio J. M. de Almeida
aka: Sérgio Jose Melo de Almeida
aka: Sérgio Jose Melo de Almeida
Ricardo Augusto Borsoi
aka: R. A. Borsoi
aka: R. A. Borsoi
Márcio Holsbach Costa
aka: Márcio H. Costa
aka: Márcio H. Costa
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