CASIA OpenIR  > 09年以前成果
Fingerprint matching with registration pattern inspection
Chen, H; Tian, J; Yang, X; Kittler, J; Nixon, MS; Tian, Jie
AbstractThe "registration pattern" between two fingerprints is the optimal registration of each 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 may share some similarities in the aspect of minutiae. In this paper, we present an algorithm that utilizes 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. Only if the pattern makes a genuine one, a further fine matching is conducted. The genuine registration pattern base was derived using a set of fingerprints extracted from the NIST Special Database 24. The algorithm has been tested on the second FVC2002 database. Experimental results demonstrate the performance of the proposed algorithm.
KeywordFingerprint Matching
WOS HeadingsScience & Technology ; Technology
Indexed BySCI ; ISTP
WOS Research AreaComputer Science ; Imaging Science & Photographic Technology
WOS SubjectComputer Science, Artificial Intelligence ; Computer Science, Theory & Methods ; Imaging Science & Photographic Technology
WOS IDWOS:000184940200039
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Document Type期刊论文
Corresponding AuthorTian, Jie
AffiliationChinese Acad Sci, Inst Automat, Biometr Res Grp, Beijing 100080, Peoples R China
Recommended Citation
GB/T 7714
Chen, H,Tian, J,Yang, X,et al. Fingerprint matching with registration pattern inspection[J]. AUDIO-AND VIDEO-BASED BIOMETRIC PERSON AUTHENTICATION, PROCEEDINGS,2003,2688(2003):327-334.
APA Chen, H,Tian, J,Yang, X,Kittler, J,Nixon, MS,&Tian, Jie.(2003).Fingerprint matching with registration pattern inspection.AUDIO-AND VIDEO-BASED BIOMETRIC PERSON AUTHENTICATION, PROCEEDINGS,2688(2003),327-334.
MLA Chen, H,et al."Fingerprint matching with registration pattern inspection".AUDIO-AND VIDEO-BASED BIOMETRIC PERSON AUTHENTICATION, PROCEEDINGS 2688.2003(2003):327-334.
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