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Fingerprint matching based on global comprehensive similarity
He, YL; Tian, J; Li, L; Chen, H; Yang, X; Tian, Jie
2006-06-01
发表期刊IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE
卷号28期号:6页码:850-862
文章类型Article
摘要This paper introduces a novel algorithm based on global comprehensive similarity with three steps. To describe the Euclidean space- based relative features among minutiae, we first build a minutia- simplex that contains a pair of minutiae as well as their associated textures, with its transformation- variant and invariant relative features employed for the comprehensive similarity measurement and parameter estimation, respectively. By the second step, we use the ridge- based nearest neighborhood among minutiae to represent the ridge- based relative features among minutiae. With these ridge- based relative features, minutiae are grouped according to their affinity with a ridge. The Euclidean space- based and ridge- based relative features among minutiae reinforce each other in the representation of a fingerprint. Finally, we model the relationship between transformation and the comprehensive similarity between two fingerprints in terms of histogram for initial parameter estimation. Through these steps, our experiment shows that the method mentioned above is both effective and suitable for limited memory AFIS owing to its less than 1k byte template size.
关键词Fingerprint Identification Ridge-based Nearest Neighborhood Among Minutiae Relative Feature Minutia-simplex
WOS标题词Science & Technology ; Technology
关键词[WOS]CLASSIFICATION ; VERIFICATION ; ENHANCEMENT ; SPACE
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:000236734400001
引用统计
文献类型期刊论文
条目标识符http://ir.ia.ac.cn/handle/173211/9237
专题09年以前成果
通讯作者Tian, Jie
作者单位1.Chinese Acad Sci, Ctr Biometr & Secur Res, Key Lab Complex Syst & Intelligence Sci, Inst Automat, Beijing 100080, Peoples R China
2.Microsoft Res Adv Technol Ctr, Beijing, Peoples R China
推荐引用方式
GB/T 7714
He, YL,Tian, J,Li, L,et al. Fingerprint matching based on global comprehensive similarity[J]. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE,2006,28(6):850-862.
APA He, YL,Tian, J,Li, L,Chen, H,Yang, X,&Tian, Jie.(2006).Fingerprint matching based on global comprehensive similarity.IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE,28(6),850-862.
MLA He, YL,et al."Fingerprint matching based on global comprehensive similarity".IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE 28.6(2006):850-862.
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