Minutia handedness: A novel global feature for minutiae-based fingerprint matching

	Minutia handedness: A novel global feature for minutiae-based fingerprint matching
	Cao, Kai 1; Yang, Xin2 ; Chen, Xinjian 3; Tao, Xunqiang 2; Zang, Yali2 ; Liang, Jimin 1; Tian, Jie 1,2
发表期刊	PATTERN RECOGNITION LETTERS
	2012-07-15
卷号	33 期号:10 页码:1411-1421
文章类型	Article
摘要	Traditional minutiae-based matching algorithms are challenged by the probability that minutiae from different regions of different fingers may not be well matched, and hence lead to erroneous matching results. In this paper we introduce a novel feature called minutia handedness to deal with this problem. First, reference points are detected and additional checking conditions are added to ensure that genuine and accurate reference points can be found. Second, minutia handedness is defined for each minutia according to the bending degree of its associated ridges or the position of the reference points. There are three types of minutiae handedness: right-handed, left-handed and non-handed. Finally, the matching rules between different types of minutiae handedness are set up. The proposed method is tested on eight data sets of FVC2002 (2002) and FVC2004 (2004). The experimental results indicate that the performance of a convectional fingerprint recognition algorithm can be improved by incorporating minutia handedness with a small increment of template size. (C) 2012 Elsevier B.V. All rights reserved.
关键词	Fingerprint Matching Minutia Minutia Handedness Reference Point Global Feature
WOS标题词	Science & Technology ; Technology
关键词[WOS]	SINGULAR POINTS ; CLASSIFICATION ; VERIFICATION ; SIMILARITY ; TRANSFORM ; IMAGES ; MODEL
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:000305771400019
引用统计	被引频次：10[WOS] [WOS记录] [WOS相关记录]
文献类型	期刊论文
条目标识符	http://ir.ia.ac.cn/handle/173211/4108
专题	中国科学院分子影像重点实验室
通讯作者	Tian, Jie
作者单位	1.Xidian Univ, Sch Life Sci & Technol, Life Sci Res Ctr, Xian 710071, Peoples R China 2.Chinese Acad Sci, Inst Automat, Beijing 100190, Peoples R China 3.NIH, Radiol & Imaging Sci Dept, Ctr Clin, Bethesda, MD 20892 USA
通讯作者单位	中国科学院自动化研究所
推荐引用方式 GB/T 7714	Cao, Kai,Yang, Xin,Chen, Xinjian,et al. Minutia handedness: A novel global feature for minutiae-based fingerprint matching[J]. PATTERN RECOGNITION LETTERS,2012,33(10):1411-1421.
APA	Cao, Kai.,Yang, Xin.,Chen, Xinjian.,Tao, Xunqiang.,Zang, Yali.,...&Tian, Jie.(2012).Minutia handedness: A novel global feature for minutiae-based fingerprint matching.PATTERN RECOGNITION LETTERS,33(10),1411-1421.
MLA	Cao, Kai,et al."Minutia handedness: A novel global feature for minutiae-based fingerprint matching".PATTERN RECOGNITION LETTERS 33.10(2012):1411-1421.

条目包含的文件		下载所有文件
文件名称/大小	文献类型	版本类型	开放类型	使用许可
52. Pattern Recognit（2416KB）	期刊论文	作者接受稿	开放获取	CC BY-NC-SA	浏览下载