DocumentCode
2955080
Title
Face Recognition Using FastICA Algorithm
Author
Wang, Xianqiu ; Huang, Xiaoli ; Wang, Xiubi
Author_Institution
Sichuan Univ. of Sci. & Eng., Zigong, China
fYear
2011
fDate
30-31 July 2011
Firstpage
1
Lastpage
4
Abstract
A new adaptive feature extraction method of facial image based on FastICA algorithm is presented. We present favorable comparisons to the Fixed-point ICA algorithm and the Power ICA algorithm in extensive simulations. Experimental results have demonstrated that the proposed method can not only yields the highest performance for identifying faces but also significant improves the face recognition performance.
Keywords
face recognition; feature extraction; independent component analysis; FastICA Algorithm; adaptive feature extraction; face recognition; facial image; fixed-point ICA algorithm; power ICA algorithm; Algorithm design and analysis; Decorrelation; Face; Feature extraction; Independent component analysis; Robustness; Signal processing algorithms;
fLanguage
English
Publisher
ieee
Conference_Titel
Control, Automation and Systems Engineering (CASE), 2011 International Conference on
Conference_Location
Singapore
Print_ISBN
978-1-4577-0859-6
Type
conf
DOI
10.1109/ICCASE.2011.5997715
Filename
5997715
Link To Document