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Pre-processing for segmentation using independent component analysis

✍ Scribed by Toshiharu Nakai; Shigeru Muraki; Haruo Isoda; Yasuo Takehara; Harumi Sakahara; Kayako Matsuo; Chikako Kato; Yukio Miki


Book ID
119585157
Publisher
Elsevier Science
Year
2001
Tongue
English
Weight
511 KB
Volume
13
Category
Article
ISSN
1053-8119

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This paper addresses the problem of face recognition using independent component analysis (ICA). More speciΓΏcally, we are going to address two issues on face representation using ICA. First, as the independent components (ICs) are independent but not orthogonal, images outside a training set cannot