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A novel incremental principal component analysis and its application for face recognition

โœ Scribed by Haitao Zhao; Pong Chi Yuen; Kwok, J.T.


Book ID
117938531
Publisher
IEEE
Year
2006
Tongue
English
Weight
545 KB
Volume
36
Category
Article
ISSN
1083-4419

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โœ Xiao-Sheng Zhuang; Dao-Qing Dai ๐Ÿ“‚ Article ๐Ÿ“… 2007 ๐Ÿ› Elsevier Science ๐ŸŒ English โš– 672 KB

Many pattern recognition applications involve the treatment of high-dimensional data and the small sample size problem. Principal component analysis (PCA) is a common used dimension reduction technique. Linear discriminate analysis (LDA) is often employed for classification. PCA plus LDA is a famous