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Improving fingerprint recognition performance based on feature fusion and adaptive registration pattern
Tian, J; He, YL; Yang, X; Li, L; Chen, XJ; Li, SZ; Lai, J; Tan, T; Feng, G; Wang, Y; Tian, Jie
2004
发表期刊ADVANCES IN BIOMETRIC PERSON AUTHENTICATION, PROCEEDINGS
卷号3338期号:2004页码:57-66
文章类型Article
摘要This paper proposes an adaptive registration pattern based fingerprint matching method dealing with the non-linear deformations in fingerprint. The "registration pattern" between two fingerprints is the optimal registration of every part of one fingerprint with respect to the other fingerprint. Registration patterns generated from imposter's matching attempts are different from those patterns from genuine matching attempts, although they share some similarities in the aspect of minutiae. In this paper, we combine minutiae, associate ridges and orientation fields to determine the registration pattern between two fingerprints and match them. The proposed matching scheme has two stages. An offline, training stage, derives a genuine registration pattern base from a set of genuine matching attempts. Then, an online matching stage registers the two fingerprints and determines the registration pattern. A further fine matching is conducted. In addition, the block orientation field is used as the global feature of a fingerprint to improve the performance of this method. And 2(nd) and 3(rd) relational structures between minutiae are applied to promote the fingerprint matching method. Experimental results evaluated by FVC2004 demonstrate that the proposed algorithm is an accurate one.
关键词Adaptive Registration Pattern Relational Structure Between Minutiae Fingerprint Indentification
WOS标题词Science & Technology ; Technology
关键词[WOS]VERIFICATION
收录类别SCI ; ISTP
语种英语
WOS研究方向Computer Science
WOS类目Computer Science, Artificial Intelligence ; Computer Science, Theory & Methods
WOS记录号WOS:000226133000006
引用统计
文献类型期刊论文
条目标识符http://ir.ia.ac.cn/handle/173211/8929
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, Biometr Res Grp, Beijing 100080, Peoples R China
2.Chinese Acad Sci, Grad Sch, Beijing 100039, Peoples R China
推荐引用方式
GB/T 7714
Tian, J,He, YL,Yang, X,et al. Improving fingerprint recognition performance based on feature fusion and adaptive registration pattern[J]. ADVANCES IN BIOMETRIC PERSON AUTHENTICATION, PROCEEDINGS,2004,3338(2004):57-66.
APA Tian, J.,He, YL.,Yang, X.,Li, L.,Chen, XJ.,...&Tian, Jie.(2004).Improving fingerprint recognition performance based on feature fusion and adaptive registration pattern.ADVANCES IN BIOMETRIC PERSON AUTHENTICATION, PROCEEDINGS,3338(2004),57-66.
MLA Tian, J,et al."Improving fingerprint recognition performance based on feature fusion and adaptive registration pattern".ADVANCES IN BIOMETRIC PERSON AUTHENTICATION, PROCEEDINGS 3338.2004(2004):57-66.
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