An algorithm for distorted fingerprint matching based on local triangle feature set
文献类型：期刊论文
| 作者 | Chen, Xinjian; Tian, Jie ; Yang, Xin; Zhang, Yangyang
|
| 刊名 | IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY
 |
| 出版日期 | 2006-06-01 |
| 卷号 | 1期号:2页码:169-177 |
| 关键词 | distortion fingerprint recognition matching minutia similarity measure |
| 通讯作者 | Tian, Jie |
| 英文摘要 | Coping with nonlinear distortions in fingerprint matching is a challenging task. This paper proposes a novel method, a fuzzy feature match (FFM) based on a local triangle feature set to match the deformed fingerprints. The fingerprint is represented by the fuzzy feature set: the local triangle feature set. The similarity between the fuzzy feature set is used to characterize the similarity between fingerprints. A fuzzy similarity measure for two triangles is introduced and extended to construct a similarity vector including the triangle-level similarities for all triangles in two fingerprints. Accordingly, a similarity vector pair is defined to illustrate the similarities between two fingerprints. The FFM method maps the similarity vector pair to a normalized value which quantifies the overall image to image similarity. The proposed algorithm has been evaluated with NIST 24 and FVC2004 fingerprint databases. Experimental results confirm that the proposed FFM based on the local triangle feature set is a reliable and effective algorithm for fingerprint matching with nonlinear distortions. |
| WOS标题词 | Science & Technology ; Technology |
| 类目[WOS] | Computer Science, Theory & Methods ; Engineering, Electrical & Electronic |
| 研究领域[WOS] | Computer Science ; Engineering |
| 关键词[WOS] | VERIFICATION |
| 收录类别 | SCI |
| 语种 | 英语 |
| WOS记录号 | WOS:000246145400004 |
| 源URL | [http://ir.ia.ac.cn/handle/173211/9205]  |
| 专题 | 自动化研究所_09年以前成果 |
| 作者单位 | Chinese Acad Sci, Inst Automat, Key Lab Complex Syst & Intelligence Sci, Ctr Biometr & Secur Res, Beijing 100080, Peoples R China |
| 推荐引用方式 GB/T 7714 | Chen, Xinjian,Tian, Jie,Yang, Xin,et al. An algorithm for distorted fingerprint matching based on local triangle feature set[J]. IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY,2006,1(2):169-177. |
| APA | Chen, Xinjian,Tian, Jie,Yang, Xin,&Zhang, Yangyang.(2006).An algorithm for distorted fingerprint matching based on local triangle feature set.IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY,1(2),169-177. |
| MLA | Chen, Xinjian,et al."An algorithm for distorted fingerprint matching based on local triangle feature set".IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY 1.2(2006):169-177. |
入库方式： OAI收割
来源：自动化研究所
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