Image enhancement and minutiae matching in fingerprint verification

	Image enhancement and minutiae matching in fingerprint verification
	He, YL; Tian, J; Luo, XP; Zhang, TH
刊名	PATTERN RECOGNITION LETTERS
	2003-06-01
卷号	24 期号:9-10 页码:1349-1360
关键词	fingerprint image enhancement minutiae matching and orientation field
通讯作者	Tian, Jie
英文摘要	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.
WOS标题词	Science & Technology ; Technology
类目[WOS]	Computer Science, Artificial Intelligence
研究领域[WOS]	Computer Science
关键词[WOS]	RECOGNITION ; EXTRACTION ; ALGORITHM
收录类别	SCI
语种	英语
WOS记录号	WOS:000181368900022
内容类型	期刊论文
源URL	[http://ir.ia.ac.cn/handle/173211/9909]
专题	自动化研究所_09年以前成果
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.(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.