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Fast fingerprint matching based on the novel structure combining the singular point with its neighborhood minutiae
Shi, Peng; Tian, Jie; Xie, Weihua; Yang, Xin; MartinezTrinidad, JF; Ochoa, JAC; Kittler, J
2006
发表期刊PROGRESS IN PATTERN RECOGNITION, IMAGE ANALYSIS AND APPLICATIONS, PROCEEDINGS
卷号4225期号:2006页码:804-813
文章类型Article
摘要It is a very demanding task to design a reliable fingerprint matching approach with high accuracy and speed. An algorithm based on the novel structure combining the singular point with its neighborhood minutiae proposed in this paper can solve this problem efficiently. The structure introduced in this paper has two novel ideas as follows: First, we give an efficient singular points detection method by the inter-relation ship between the singular points and the minutiae around them. It can reject the spurious singular points detected by the Poincare index. Second, an improvement of minutiae pairing strategy is introduced, which can sharply decrease the number of candidate minutiae pairs. Experiment results show that these improvements can highly speed up the matching with a preferable accuracy. This algorithm can be used in the one-to-many matching of the on-line fingerprint identification system.
关键词Fingerprint Matching Singular Point Minutiae Pairing
WOS标题词Science & Technology ; Technology
关键词[WOS]CLASSIFICATION
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:000241598400083
引用统计
文献类型期刊论文
条目标识符http://ir.ia.ac.cn/handle/173211/9336
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, Beijing 100080, Peoples R China
2.Chinese Acad Sci, Key Lab Complex Syst & Intelligence Sci, Inst Automat, Beijing 100080, Peoples R China
3.Chinese Acad Sci, Grad Sch, Beijing 100080, Peoples R China
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GB/T 7714
Shi, Peng,Tian, Jie,Xie, Weihua,et al. Fast fingerprint matching based on the novel structure combining the singular point with its neighborhood minutiae[J]. PROGRESS IN PATTERN RECOGNITION, IMAGE ANALYSIS AND APPLICATIONS, PROCEEDINGS,2006,4225(2006):804-813.
APA Shi, Peng.,Tian, Jie.,Xie, Weihua.,Yang, Xin.,MartinezTrinidad, JF.,...&Kittler, J.(2006).Fast fingerprint matching based on the novel structure combining the singular point with its neighborhood minutiae.PROGRESS IN PATTERN RECOGNITION, IMAGE ANALYSIS AND APPLICATIONS, PROCEEDINGS,4225(2006),804-813.
MLA Shi, Peng,et al."Fast fingerprint matching based on the novel structure combining the singular point with its neighborhood minutiae".PROGRESS IN PATTERN RECOGNITION, IMAGE ANALYSIS AND APPLICATIONS, PROCEEDINGS 4225.2006(2006):804-813.
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