Knowledge Commons of Institute of Automation,CAS
A new algorithm for distorted fingerprints matching based on normalized fuzzy similarity measure | |
Chen, XJ; Tian, J![]() ![]() | |
发表期刊 | IEEE TRANSACTIONS ON IMAGE PROCESSING
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2006-03-01 | |
卷号 | 15期号:3页码:767-776 |
文章类型 | Article |
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. |
关键词 | Biometrics Fingerprint Image Registration Matching Minutia Similarity Measures |
WOS标题词 | Science & Technology ; Technology |
关键词[WOS] | VERIFICATION ; SYSTEM |
收录类别 | SCI |
语种 | 英语 |
WOS研究方向 | Computer Science ; Engineering |
WOS类目 | Computer Science, Artificial Intelligence ; Engineering, Electrical & Electronic |
WOS记录号 | WOS:000235403100021 |
引用统计 | |
文献类型 | 期刊论文 |
条目标识符 | http://ir.ia.ac.cn/handle/173211/9277 |
专题 | 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. |
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6.IEEE TIP(2006).pdf(1435KB) | 期刊论文 | 作者接受稿 | 开放获取 | CC BY-NC-SA | 浏览 下载 |
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