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- W2355560477 abstract "In order to solve the difficulties existed in fingerprint multi-classification for Support Vector Machine,this paper proposes a novel fingerprint classification method based on binary tree theory.This algorithm uses binary tree to construct the multi-class frame by decomposing the problem into three 2-class classification problems,then uses Support Vector Machine optimizing the three hyperplanes.The combination of the two exerted the superiority for 2-class classification of SVM over other algorithms completely,the generalization ability has improved greatly and the total accuracy for the new sample is 97.9%.Experimental results show that the fingerprint multi-class problem is divided into three 2-class classifier system by using binary tree to construct the multi-class frame,which not only can improve the efficiency of fingerprint classification but also exerts the superiorities of SVM classifier for two-class classification problem sufficiently." @default.
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- W2355560477 date "2006-01-01" @default.
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- W2355560477 title "Research of fingerprint classification combined by binary tree and SVM" @default.
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