Knowledge Commons of Institute of Automation,CAS
Fingerprint matching with registration pattern inspection | |
Chen, H; Tian, J; Yang, X; Kittler, J; Nixon, MS; Tian, Jie | |
发表期刊 | AUDIO-AND VIDEO-BASED BIOMETRIC PERSON AUTHENTICATION, PROCEEDINGS |
2003 | |
卷号 | 2688期号:2003页码:327-334 |
文章类型 | Article |
摘要 | The "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. |
关键词 | Fingerprint Matching |
WOS标题词 | Science & Technology ; Technology |
关键词[WOS] | IMAGE-ENHANCEMENT ; VERIFICATION |
收录类别 | SCI ; ISTP |
语种 | 英语 |
WOS研究方向 | Computer Science ; Imaging Science & Photographic Technology |
WOS类目 | Computer Science, Artificial Intelligence ; Computer Science, Theory & Methods ; Imaging Science & Photographic Technology |
WOS记录号 | WOS:000184940200039 |
引用统计 | |
文献类型 | 期刊论文 |
条目标识符 | http://ir.ia.ac.cn/handle/173211/9912 |
专题 | 09年以前成果 |
通讯作者 | Tian, Jie |
作者单位 | Chinese Acad Sci, Inst Automat, Biometr Res Grp, Beijing 100080, Peoples R China |
推荐引用方式 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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