期刊
INFORMATION SCIENCES
卷 315, 期 -, 页码 67-87出版社
ELSEVIER SCIENCE INC
DOI: 10.1016/j.ins.2015.04.013
关键词
Biometrics; Fingerprint verification; Fingerprint identification; Local matching; Minutiae
资金
- Research Projects CAB (CDTI) [TIN2011-28488, TIN2013-40765-P]
- Spanish Ministry of Education and Science [FPU12/04902]
Fingerprint recognition has found a reliable application for verification or identification of people in biometrics. Globally, fingerprints can be viewed as valuable traits due to several perceptions observed by the experts; such as the distinctiveness and the permanence on humans and the performance in real applications. Among the main stages of fingerprint recognition, the automated matching phase has received much attention from the early years up to nowadays. This paper is devoted to review and categorize the vast number of fingerprint matching methods proposed in the specialized literature. In particular, we focus on local minutiae-based matching algorithms, which provide good performance with an excellent trade-off between efficacy and efficiency. We identify the main properties and differences of existing methods. Then, we include an experimental evaluation involving the most representative local minutiae-based matching models in both verification and evaluation tasks. The results obtained will be discussed in detail, supporting the description of future directions. (C) 2015 Elsevier Inc. All rights reserved.
作者
我是这篇论文的作者
点击您的名字以认领此论文并将其添加到您的个人资料中。
推荐
暂无数据