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Image enhancement and minutiae matching in fingerprint verification
He, YL; Tian, J; Luo, XP; Zhang, TH; Tian, Jie
2003-06-01
发表期刊PATTERN RECOGNITION LETTERS
卷号24期号:9-10页码:1349-1360
文章类型Article
摘要Fingerprint image enhancement and minutiae matching are two key steps in an automatic fingerprint identification system. In this paper, we develop a fingerprint image enhancement algorithm based on orientation fields; According to the principles of Jain et al.'s matching algorithm, we also introduce ideas along the following three aspects: introduction of ridge information into the minutiae matching process in a simple but effective way, which solves the problem of reference point pair selection with low computational cost; use of a variable sized bounding box to make our algorithm more robust to non-linear deformation between fingerprint images; use of a simpler alignment method in our algorithm. Experiments using the Fingerprint Verification Competition 2000 (FVC2000) databases with the FVC2000 performance evaluation show that these ideas are effective. (C) 2002 Elsevier Science B.V. All rights reserved.
关键词Fingerprint Image Enhancement Minutiae Matching And Orientation Field
WOS标题词Science & Technology ; Technology
关键词[WOS]RECOGNITION ; EXTRACTION ; ALGORITHM
收录类别SCI
语种英语
WOS研究方向Computer Science
WOS类目Computer Science, Artificial Intelligence
WOS记录号WOS:000181368900022
引用统计
文献类型期刊论文
条目标识符http://ir.ia.ac.cn/handle/173211/9909
专题09年以前成果
通讯作者Tian, Jie
作者单位Chinese Acad Sci, Inst Automat, Artificial Intelligence Lab, Fingerpass Res Grp, Beijing 100080, Peoples R China
推荐引用方式
GB/T 7714
He, YL,Tian, J,Luo, XP,et al. Image enhancement and minutiae matching in fingerprint verification[J]. PATTERN RECOGNITION LETTERS,2003,24(9-10):1349-1360.
APA He, YL,Tian, J,Luo, XP,Zhang, TH,&Tian, Jie.(2003).Image enhancement and minutiae matching in fingerprint verification.PATTERN RECOGNITION LETTERS,24(9-10),1349-1360.
MLA He, YL,et al."Image enhancement and minutiae matching in fingerprint verification".PATTERN RECOGNITION LETTERS 24.9-10(2003):1349-1360.
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