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- W2368676062 abstract "Proximal SVM classifier is an approximate SVM algorithm which is useful,simple and very fast.It has comparable test set correctness and faster computational time to that of standard SVM classifiers.And it is verified very useful only using in low-dimensional dataset and big sample set,but nobody gives the usage in high-dimension and Small Sample Size sample sets.This paper changes the PSVM algorithm to adapt for four open face dataset.And several generalized LDA algorithms are used in pre-processing for face image before it is classified.In this paper we mainly discuss the comparison performance of three classifiers,that is,Nearest-Neighbor classifier,Nearest Feature Line classifier and Linear PSVM classifier.And we find an algorithm that can bring a good result on face database from recognition rate and training time." @default.
- W2368676062 created "2016-06-24" @default.
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- W2368676062 date "2007-01-01" @default.
- W2368676062 modified "2023-09-23" @default.
- W2368676062 title "Proximal SVM Used in Face Recognition" @default.
- W2368676062 hasPublicationYear "2007" @default.
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