Keyword

mixing matrix estimation

Description: Methods for estimating the coefficients that describe how unknown source signals combine in blind source separation.

Primary topic: Blind Source Separation Techniques (78%)

OpenAlex ID: keywords/mixing-matrix-estimation

Independent Factor Analysis

1999 · H. Attias · Neural Computation · 504

Non-orthogonal joint diagonalization in the least-squares sense with application in blind source separation

2002 · A. Yeredor · IEEE Transactions on Signal Processing · 397

Underdetermined blind source separation based on sparse representation

2006 · Yuanqing Li, S. Amari, et al. · IEEE Transactions on Signal Processing · 336

A time–frequency blind signal separation method applicable to underdetermined mixtures of dependent sources

2005 · Frédéric Abrard, Yannick Deville · Signal Processing · 282

Fourth-Order Cumulant-Based Blind Identification of Underdetermined Mixtures

2007 · Lieven De Lathauwer, Josphine Castaing, et al. · IEEE Transactions on Signal Processing · 256

Blind source separation-semiparametric statistical approach

1997 · Shun-Ichi Amari, J.-F. Cardoso · IEEE Transactions on Signal Processing · 247

Blind Identification of Underdetermined Mixtures by Simultaneous Matrix Diagonalization

2008 · L. De Lathauwer, J. Castaing · IEEE Transactions on Signal Processing · 200

Underdetermined Blind Separation of Nondisjoint Sources in the Time-Frequency Domain

2007 · Abdeldjalil Aissa-El-Bey, Nguyen Linh-Trung, et al. · IEEE Transactions on Signal Processing · 188

An algorithm for mixing matrix estimation in instantaneous blind source separation

2009 · V.G. Reju, Soo Ngee Koh, et al. · Signal Processing · 167

Mean-Field Approaches to Independent Component Analysis

2002 · Pedro A.d.F.R. Højen-Sørensen, Ole Winther, et al. · Neural Computation · 165

Independent component analysis in the presence of Gaussian noise by maximizing joint likelihood

1998 · Aapo Hyvärinen · Neurocomputing · 162

A Bayesian Approach for Blind Separation of Sparse Sources

2006 · C. Fevotte, S.J. Godsill · IEEE Transactions on Audio Speech and Language Processing · 161

Blind separation of nonstationary sources in noisymixtures

2000 · S. Choi, A. Cichocki · Electronics Letters · 119

Underdetermined Blind Source Separation Based on Subspace Representation

2009 · SangGyun Kim, C.D. Yoo · IEEE Transactions on Signal Processing · 118

Time-Frequency Approach to Underdetermined Blind Source Separation

2012 · Shengli Xie, Liu Yang, et al. · IEEE Transactions on Neural Networks and Learning Systems · 115

Nonorthogonal Joint Diagonalization by Combining Givens and Hyperbolic Rotations

2009 · A. Souloumiac · IEEE Transactions on Signal Processing · 107

MAP-Based Underdetermined Blind Source Separation of Convolutive Mixtures by Hierarchical Clustering and -Norm Minimization

2006 · Stefan Winter, Walter Kellermann, et al. · EURASIP Journal on Advances in Signal Processing · 104

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Underdetermined Blind Source Separation Using Sparse Coding

2016 · Liangli Zhen, Dezhong Peng, et al. · IEEE Transactions on Neural Networks and Learning Systems · 99

Blind source separation via the second characteristic function

2000 · Arie Yeredor · Signal Processing · 99

Blind source separation by sparse decomposition in a signal dictionary

2001 · M. Zibulevsky, B.A. Pearlmutter, et al. · Cambridge University Press eBooks · 86

Sparse Component Analysis for Blind Source Separation With Less Sensors Than Sources

2003 · Yuanqing Li, Andrzej Cichocki, et al. · 83

The FastICA algorithm with spatial constraints

2005 · C.W. Hesse, C.J. James · IEEE Signal Processing Letters · 80

A Markov model for blind image separation by a mean-field EM algorithm

2006 · A. Tonazzini, L. Bedini, et al. · IEEE Transactions on Image Processing · 78

Blind spectral unmixing based on sparse component analysis for hyperspectral remote sensing imagery

2016 · Yanfei Zhong, Xinyu Wang, et al. · ISPRS Journal of Photogrammetry and Remote Sensing · 76

Bayesian Approach With Hidden Markov Modeling and Mean Field Approximation for Hyperspectral Data Analysis

2008 · N. Bali, A. Mohammad-Djafari · IEEE Transactions on Image Processing · 74

Works count: 845

Citation count: 9,996