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Modeling and analysis of local comprehensive minutia relation for fingerprint matching
He, Xiaoguang; Tian, Jie; Li, Liang; He, Yuliang; Yang, Xin
2007-10-01
发表期刊IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS
卷号37期号:5页码:1204-1211
文章类型Article
摘要This paper introduces a robust fingerprint matching scheme based on the comprehensive minutia and the binary relation between minutiae. In the method, a fingerprint is represented as a graph, of which the comprehensive minutiae act as the vertex set and the local binary minutia relations provide the edge set. Then, the transformation-invariant and transformation-variant features are extracted from the binary relation. The transformation-invariant features are suitable to estimate the local matching probability, whereas the transformation-variant features are used to model the fingerprint rotation transformation with the adaptive Parzen window. Finally, the fingerprint matching is conducted with the variable bounded box method and iterative strategy. The experiments demonstrate that the proposed scheme is effective and robust in fingerprint alignment and matching.
关键词Adaptive Parzen Window Binary Minutia Relation Fingerprint Identification Transformation-invariant Feature Transformation-variant Feature
WOS标题词Science & Technology ; Technology
关键词[WOS]VERIFICATION
收录类别SCI
语种英语
WOS研究方向Automation & Control Systems ; Computer Science
WOS类目Automation & Control Systems ; Computer Science, Artificial Intelligence ; Computer Science, Cybernetics
WOS记录号WOS:000249594500012
引用统计
文献类型期刊论文
条目标识符http://ir.ia.ac.cn/handle/173211/9482
专题09年以前成果
通讯作者Tian, Jie
作者单位1.Chinese Acad Sci, Inst Automat, Key Lab Complex Syst & Intelligence Sci, Beijing 100080, Peoples R China
2.Chinese Acad Sci, Inst Automat, Key Lab Complex Syst & Ingelligence Sci, Beijing 100080, Peoples R China
3.Xidian Univ, Life Sci Ctr, Xian 710071, Peoples R China
推荐引用方式
GB/T 7714
He, Xiaoguang,Tian, Jie,Li, Liang,et al. Modeling and analysis of local comprehensive minutia relation for fingerprint matching[J]. IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS,2007,37(5):1204-1211.
APA He, Xiaoguang,Tian, Jie,Li, Liang,He, Yuliang,&Yang, Xin.(2007).Modeling and analysis of local comprehensive minutia relation for fingerprint matching.IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS,37(5),1204-1211.
MLA He, Xiaoguang,et al."Modeling and analysis of local comprehensive minutia relation for fingerprint matching".IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS 37.5(2007):1204-1211.
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