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J. C. M. Bermudez
J. C. M. Bermudez
Universidade Federal de Santa Catarina
Verificeret mail på ieee.org - Startside
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Online prediction of time series data with kernels
C Richard, JCM Bermudez, P Honeine
IEEE Transactions on Signal Processing 57 (3), 1058-1067, 2008
5652008
Nonlinear unmixing of hyperspectral images: Models and algorithms
N Dobigeon, JY Tourneret, C Richard, JCM Bermudez, S McLaughlin, ...
IEEE Signal processing magazine 31 (1), 82-94, 2013
5442013
Spectral variability in hyperspectral data unmixing: A comprehensive review
RA Borsoi, T Imbiriba, JCM Bermudez, C Richard, J Chanussot, ...
IEEE geoscience and remote sensing magazine 9 (4), 223-270, 2021
2122021
An affine combination of two LMS adaptive filters—transient mean-square analysis
NJ Bershad, JCM Bermudez, JY Tourneret
IEEE Transactions on Signal Processing 56 (5), 1853-1864, 2008
1942008
Mean weight behavior of the filtered-X LMS algorithm
OJ Tobias, JCM Bermudez, NJ Bershad
IEEE Transactions on Signal Processing 48 (4), 1061-1075, 2000
1612000
Stochastic behavior analysis of the Gaussian kernel least-mean-square algorithm
WD Parreira, JCM Bermudez, C Richard, JY Tourneret
IEEE Transactions on Signal Processing 60 (5), 2208-2222, 2012
1202012
Deep generative endmember modeling: An application to unsupervised spectral unmixing
RA Borsoi, T Imbiriba, JCM Bermudez
IEEE Transactions on Computational Imaging 6, 374-384, 2019
1192019
A statistical analysis of the affine projection algorithm for unity step size and autoregressive inputs
SJM de Almeida, JCM Bermudez, NJ Bershad, MH Costa
IEEE Transactions on Circuits and Systems I: Regular Papers 52 (7), 1394-1405, 2005
1182005
Super-resolution for hyperspectral and multispectral image fusion accounting for seasonal spectral variability
RA Borsoi, T Imbiriba, JCM Bermudez
IEEE transactions on image processing 29, 116-127, 2019
1122019
A mean-square stability analysis of the least mean fourth adaptive algorithm
PIÁ Hubscher, JCM Bermudez, VH Nascimento
IEEE Transactions on Signal Processing 55 (8), 4018-4028, 2007
1082007
An improved statistical analysis of the least mean fourth (LMF) adaptive algorithm
PI Hubscher, JCM Bermudez
IEEE transactions on Signal Processing 51 (3), 664-671, 2003
1072003
Stochastic analysis of the filtered-X LMS algorithm in systems with nonlinear secondary paths
MH Costa, JCM Bermudez, NJ Bershad
IEEE Transactions on Signal Processing 50 (6), 1327-1342, 2002
1022002
A fast multiscale spatial regularization for sparse hyperspectral unmixing
RA Borsoi, T Imbiriba, JCM Bermudez, C Richard
IEEE Geoscience and Remote Sensing Letters 16 (4), 598-602, 2018
1012018
Generalized linear mixing model accounting for endmember variability
T Imbiriba, RA Borsoi, JCM Bermudez
2018 IEEE International Conference on Acoustics, Speech and Signal …, 2018
952018
Nonnegative least-mean-square algorithm
J Chen, C Richard, JCM Bermudez, P Honeine
IEEE Transactions on Signal Processing 59 (11), 5225-5235, 2011
942011
A noise resilient variable step-size LMS algorithm
MH Costa, JCM Bermudez
Signal Processing 88 (3), 733-748, 2008
902008
An improved model for the normalized LMS algorithm with Gaussian inputs and large number of coefficients
MH Costa, JCM Bermudez
2002 IEEE International Conference on Acoustics, Speech, and Signal …, 2002
752002
Probability of divergence for the least-mean fourth algorithm
VH Nascimento, JCM Bermudez
IEEE transactions on signal processing 54 (4), 1376-1385, 2006
682006
Stochastic analysis of the LMS and NLMS algorithms for cyclostationary white Gaussian inputs
NJ Bershad, E Eweda, JCM Bermudez
IEEE transactions on signal processing 62 (9), 2238-2249, 2014
612014
Low-rank tensor modeling for hyperspectral unmixing accounting for spectral variability
T Imbiriba, RA Borsoi, JCM Bermudez
IEEE Transactions on Geoscience and Remote Sensing 58 (3), 1833-1842, 2019
602019
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