Nonparametric maximum margin criterion for face recognition

Linear discriminant analysis (LDA) is a popular feature extraction technique in statistical pattern recognition. However, it often suffers from the small sample size problem when dealing with the high dimensional image data. Moreover, while LDA is guaranteed to find the best directions when each cla...

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Bibliographische Detailangaben

Hauptverfasser:	Xipeng Qiu, Lide Wu
Format:	Tagungsbericht
Sprache:	eng
Schlagworte:	Computer science Covariance matrix Face recognition Feature extraction Linear discriminant analysis Pattern recognition Scattering Spatial databases Training data
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