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A new online fingerprint identification method is proposed based on detailed image feature and least-square support vector machines which has the fast calculate and better generalization capability. This algorithm uses binary tree theory to decompose the problem into three 2-class classification problem, utilizing improved indexing table thinning feature extraction algorithm, then using the support...