A new algorithm for distorted fingerprints matching based on normalized fuzzy similarity measure
文献类型：期刊论文
| 作者 | Chen, XJ; Tian, J ; Yang, X; Tian, Jie
|
| 刊名 | IEEE TRANSACTIONS ON IMAGE PROCESSING
 |
| 出版日期 | 2006-03-01 |
| 卷号 | 15期号:3页码:767-776 |
| 关键词 | biometrics fingerprint image registration matching minutia similarity measures |
| 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 algorithm, normalized fuzzy similarity measure (NFSM), to deal with the nonlinear distortions. The proposed algorithm has two main steps. First, the template and input fingerprints were aligned. In this process, the local topological structure matching was introduced to improve the robustness of global alignment. Second, the method NFSM was introduced to compute the similarity between the template and input fingerprints. The proposed algorithm was evaluated on fingerprints databases of FVC2004. Experimental results confirm that NFSM is a reliable and effective algorithm for fingerprint matching with nonliner distortions. The algorithm gives considerably higher matching scores compared to conventional matching algorithms for the deformed fingerprints. |
| WOS标题词 | Science & Technology ; Technology |
| 类目[WOS] | Computer Science, Artificial Intelligence ; Engineering, Electrical & Electronic |
| 研究领域[WOS] | Computer Science ; Engineering |
| 关键词[WOS] | VERIFICATION ; SYSTEM |
| 收录类别 | SCI |
| 语种 | 英语 |
| WOS记录号 | WOS:000235403100021 |
| 源URL | [http://ir.ia.ac.cn/handle/173211/9277]  |
| 专题 | 自动化研究所_09年以前成果 |
| 通讯作者 | Tian, Jie |
| 作者单位 | Chinese Acad Sci, Inst Automat, Ctr Biometr & Secur Res, Key Lab Complex Syst & Intelligence Sci, Beijing 100080, Peoples R China |
| 推荐引用方式 GB/T 7714 | Chen, XJ,Tian, J,Yang, X,et al. A new algorithm for distorted fingerprints matching based on normalized fuzzy similarity measure[J]. IEEE TRANSACTIONS ON IMAGE PROCESSING,2006,15(3):767-776. |
| APA | Chen, XJ,Tian, J,Yang, X,&Tian, Jie.(2006).A new algorithm for distorted fingerprints matching based on normalized fuzzy similarity measure.IEEE TRANSACTIONS ON IMAGE PROCESSING,15(3),767-776. |
| MLA | Chen, XJ,et al."A new algorithm for distorted fingerprints matching based on normalized fuzzy similarity measure".IEEE TRANSACTIONS ON IMAGE PROCESSING 15.3(2006):767-776. |
入库方式： OAI收割
来源：自动化研究所
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