Complete Kernal Fisher Discrimination Analysis

David Zhang; Xiao-Yuan Jing; Jian Yang

doi:10.4018/978-1-59140-830-7.ch010

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Complete Kernal Fisher Discrimination Analysis

David Zhang, Xiao-Yuan Jing, Jian Yang

Source Title: Biometric Image Discrimination Technologies: Computational Intelligence and its Applications Series

DOI: 10.4018/978-1-59140-830-7.ch010

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Abstract

This chapter introduces a complete kernel Fisher discriminant analysis (KFD) that is a useful statistical technique applied to biometric application. We first describe theoretical perspective of KPCA. Then, a new KFD algorithm framework, KPCA plus LDA, is given. Afterwards, we discuss the complete KFD algorithm. Finally, the experimental results and chapter summary are given.

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Complete Kernal Fisher Discrimination Analysis

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