Geodesic
Fast and accurate methods of independent component analysis: A survey
Kybernetika, Tome 47 (2011) no. 3, pp. 426-438.

Voir la notice de l'article provenant de la source Czech Digital Mathematics Library

This paper presents a survey of recent successful algorithms for blind separation of determined instantaneous linear mixtures of independent sources such as natural speech or biomedical signals. These algorithms rely either on non-Gaussianity, nonstationarity, spectral diversity, or on a combination of them. Performance of the algorithms will be demonstrated on separation of a linear instantaneous mixture of audio signals (music, speech) and on artifact removal in electroencephalogram (EEG).
Classification : 92-02, 92-04, 92-08, 94A12
Keywords: Blind source separation; probability distribution; score function; autoregressive random processes; audio signal processing; electroencephalogram; artifact rejection 
@article{KYB_2011__47_3_a7,
     author = {Tichavsk\'y, Petr and Koldovsk\'y, Zbyn\v{e}k},
     title = {Fast and accurate methods of independent component analysis: {A} survey},
     journal = {Kybernetika},
     pages = {426--438},
     publisher = {mathdoc},
     volume = {47},
     number = {3},
     year = {2011},
     language = {en},
     url = {http://geodesic.mathdoc.fr/item/KYB_2011__47_3_a7/}
}
TY  - JOUR
AU  - Tichavský, Petr
AU  - Koldovský, Zbyněk
TI  - Fast and accurate methods of independent component analysis: A survey
JO  - Kybernetika
PY  - 2011
SP  - 426
EP  - 438
VL  - 47
IS  - 3
PB  - mathdoc
UR  - http://geodesic.mathdoc.fr/item/KYB_2011__47_3_a7/
LA  - en
ID  - KYB_2011__47_3_a7
ER  - 
%0 Journal Article
%A Tichavský, Petr
%A Koldovský, Zbyněk
%T Fast and accurate methods of independent component analysis: A survey
%J Kybernetika
%D 2011
%P 426-438
%V 47
%N 3
%I mathdoc
%U http://geodesic.mathdoc.fr/item/KYB_2011__47_3_a7/
%G en
%F KYB_2011__47_3_a7
Tichavský, Petr; Koldovský, Zbyněk. Fast and accurate methods of independent component analysis: A survey. Kybernetika, Tome 47 (2011) no. 3, pp. 426-438. http://geodesic.mathdoc.fr/item/KYB_2011__47_3_a7/