A new algorithm for distorted fingerprints matching based on normalized fuzzy similarity measure

CASIA OpenIR > 09年以前成果

	A new algorithm for distorted fingerprints matching based on normalized fuzzy similarity measure
	Chen, XJ; Tian, J; Yang, X; Tian, Jie
发表期刊	IEEE TRANSACTIONS ON IMAGE PROCESSING
	2006-03-01
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：83[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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