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A new algorithm for distorted fingerprints matching based on normalized fuzzy similarity measure
Chen, XJ; Tian, J; Yang, X; Tian, Jie
2006-03-01
发表期刊IEEE TRANSACTIONS ON IMAGE PROCESSING
卷号15期号:3页码:767-776
文章类型Article
摘要Coping with nonlinear distortions in fingerprint matching is a challenging task. This paper proposes a novel algorithm, normalized fuzzy similarity measure (NFSM), to deal with the nonlinear distortions. The proposed algorithm has two main steps. First, the template and input fingerprints were aligned. In this process, the local topological structure matching was introduced to improve the robustness of global alignment. Second, the method NFSM was introduced to compute the similarity between the template and input fingerprints. The proposed algorithm was evaluated on fingerprints databases of FVC2004. Experimental results confirm that NFSM is a reliable and effective algorithm for fingerprint matching with nonliner distortions. The algorithm gives considerably higher matching scores compared to conventional matching algorithms for the deformed fingerprints.
关键词Biometrics Fingerprint Image Registration Matching Minutia Similarity Measures
WOS标题词Science & Technology ; Technology
关键词[WOS]VERIFICATION ; SYSTEM
收录类别SCI
语种英语
WOS研究方向Computer Science ; Engineering
WOS类目Computer Science, Artificial Intelligence ; Engineering, Electrical & Electronic
WOS记录号WOS:000235403100021
引用统计
被引频次:69[WOS]   [WOS记录]     [WOS相关记录]
文献类型期刊论文
条目标识符http://ir.ia.ac.cn/handle/173211/9277
专题09年以前成果
通讯作者Tian, Jie
作者单位Chinese Acad Sci, Inst Automat, Ctr Biometr & Secur Res, Key Lab Complex Syst & Intelligence Sci, Beijing 100080, Peoples R China
推荐引用方式
GB/T 7714
Chen, XJ,Tian, J,Yang, X,et al. A new algorithm for distorted fingerprints matching based on normalized fuzzy similarity measure[J]. IEEE TRANSACTIONS ON IMAGE PROCESSING,2006,15(3):767-776.
APA Chen, XJ,Tian, J,Yang, X,&Tian, Jie.(2006).A new algorithm for distorted fingerprints matching based on normalized fuzzy similarity measure.IEEE TRANSACTIONS ON IMAGE PROCESSING,15(3),767-776.
MLA Chen, XJ,et al."A new algorithm for distorted fingerprints matching based on normalized fuzzy similarity measure".IEEE TRANSACTIONS ON IMAGE PROCESSING 15.3(2006):767-776.
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