Knowledge Commons of Institute of Automation，CAS
| 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
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| 2006 | |
| 发表期刊 | PROGRESS IN PATTERN RECOGNITION, IMAGE ANALYSIS AND APPLICATIONS, PROCEEDINGS
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| 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 |
| 推荐引用方式 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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