Muhammad TUFAIL


An Extension to the Natural Gradient Algorithm for Robust Independent Component Analysis in the Presence of Outliers
Muhammad TUFAIL Masahide ABE Masayuki KAWAMATA 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2006/09/01
Vol. E89-A  No. 9  pp. 2429-2432
Type of Manuscript:  LETTER
Category: Digital Signal Processing
Keyword: 
Independent Component Analysisrobust higher order statisticsoutliers
 Summary | Full Text:PDF(187.9KB)

A Characteristic Function Based Contrast Function for Blind Extraction of Statistically Independent Signals
Muhammad TUFAIL Masahide ABE Masayuki KAWAMATA 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2006/08/01
Vol. E89-A  No. 8  pp. 2149-2157
Type of Manuscript:  Special Section PAPER (Special Section on Papers Selected from the 20th Symposium on Signal Processing)
Category: 
Keyword: 
independent component analysischaracteristic functionnon-Gaussianity measurecontrast function
 Summary | Full Text:PDF(362KB)