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A new LDA-based face recognition system which can solve the small sample size problem

Pattern Recognition · 2000 · Vol. 33(10) · pp. 1713–1726

Li‐Fen Chen(National Yang Ming Chiao Tung University)Hong-Yuan Mark Liao✉(Institute of Information Science, Academia Sinica)Ming‐Tat Ko(Institute of Information Science, Academia Sinica)Ja‐Chen Lin(National Yang Ming Chiao Tung University)Gwo‐Jong Yu(National Central University)

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Face and Expression Recognition Image Retrieval and Classification Techniques Image and Video StabilizationLinear discriminant analysisScatter matrixPattern recognition (psychology)Principal component analysisFacial recognition systemArtificial intelligenceProjection (relational algebra)Sample size determinationComputer scienceFace (sociological concept)

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A direct LDA algorithm for high-dimensional data — with application to face recognition