Search Results for author: Jian Yang; Zhong Jin; Jing-yu Yang

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Essence of kernel Fisher discriminant: KPCA plus LDA

no code implementations Pattern Recognition 2003 Jian Yang; Zhong Jin; Jing-yu Yang, David Zhang, Alejandro F. Frangi

In this paper, the method of kernel Fisher discriminant (KFD) is analyzed and its nature is revealed, i. e., KFD is equivalent to kernel principal component analysis (KPCA) plus Fisher linear discriminant analysis (LDA).

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