CASIA OpenIR  > 09年以前成果
Fingerprint matching based on global comprehensive similarity
He, YL; Tian, J; Li, L; Chen, H; Yang, X; Tian, Jie
Source PublicationIEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE
2006-06-01
Volume28Issue:6Pages:850-862
SubtypeArticle
AbstractThis 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.
KeywordFingerprint Identification Ridge-based Nearest Neighborhood Among Minutiae Relative Feature Minutia-simplex
WOS HeadingsScience & Technology ; Technology
WOS KeywordCLASSIFICATION ; VERIFICATION ; ENHANCEMENT ; SPACE
Indexed BySCI
Language英语
WOS Research AreaComputer Science ; Engineering
WOS SubjectComputer Science, Artificial Intelligence ; Engineering, Electrical & Electronic
WOS IDWOS:000236734400001
Citation statistics
Cited Times:42[WOS]   [WOS Record]     [Related Records in WOS]
Document Type期刊论文
Identifierhttp://ir.ia.ac.cn/handle/173211/9237
Collection09年以前成果
Corresponding AuthorTian, Jie
Affiliation1.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
Recommended Citation
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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