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An algorithm for distorted fingerprint matching based on local triangle feature set
Chen, Xinjian; Tian, Jie; Yang, Xin; Zhang, Yangyang
2006-06-01
发表期刊IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY
卷号1期号:2页码:169-177
文章类型Article
摘要Coping with nonlinear distortions in fingerprint matching is a challenging task. This paper proposes a novel method, a fuzzy feature match (FFM) based on a local triangle feature set to match the deformed fingerprints. The fingerprint is represented by the fuzzy feature set: the local triangle feature set. The similarity between the fuzzy feature set is used to characterize the similarity between fingerprints. A fuzzy similarity measure for two triangles is introduced and extended to construct a similarity vector including the triangle-level similarities for all triangles in two fingerprints. Accordingly, a similarity vector pair is defined to illustrate the similarities between two fingerprints. The FFM method maps the similarity vector pair to a normalized value which quantifies the overall image to image similarity. The proposed algorithm has been evaluated with NIST 24 and FVC2004 fingerprint databases. Experimental results confirm that the proposed FFM based on the local triangle feature set is a reliable and effective algorithm for fingerprint matching with nonlinear distortions.
关键词Distortion Fingerprint Recognition Matching Minutia Similarity Measure
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Computer Science ; Engineering
WOS类目Computer Science, Theory & Methods ; Engineering, Electrical & Electronic
WOS记录号WOS:000246145400004
引用统计
文献类型期刊论文
条目标识符http://ir.ia.ac.cn/handle/173211/9205
专题09年以前成果
通讯作者Tian, Jie
作者单位Chinese Acad Sci, Inst Automat, Key Lab Complex Syst & Intelligence Sci, Ctr Biometr & Secur Res, Beijing 100080, Peoples R China
推荐引用方式
GB/T 7714
Chen, Xinjian,Tian, Jie,Yang, Xin,et al. An algorithm for distorted fingerprint matching based on local triangle feature set[J]. IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY,2006,1(2):169-177.
APA Chen, Xinjian,Tian, Jie,Yang, Xin,&Zhang, Yangyang.(2006).An algorithm for distorted fingerprint matching based on local triangle feature set.IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY,1(2),169-177.
MLA Chen, Xinjian,et al."An algorithm for distorted fingerprint matching based on local triangle feature set".IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY 1.2(2006):169-177.
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