Multi-scale local binary pattern with filters for spoof fingerprint detection

CORC > 自动化研究所 > 中国科学院自动化研究所 > 中国科学院分子影像重点实验室

	Multi-scale local binary pattern with filters for spoof fingerprint detection
	Jia, Xiaofei 1; Yang, Xin1 ; Cao, Kai 2; Zang, Yali1 ; Zhang, Ning1 ; Dai, Ruwei1 ; Zhu, Xinzhong 3; Tian, Jie1,2
刊名	INFORMATION SCIENCES
	2014-06-01
卷号	268 页码:91-102
关键词	Multi-scale local binary pattern Spoof fingerprint detection
英文摘要	Fingerprint recognition systems are being increasingly deployed in both government and civilian applications. But the emergence of fake fingerprints brings on a new challenge. Among the numerous fingerprint vitality detection methods, local binary pattern (LBP) is considered as one of the best operators. But the original LBP operator has the limitation of its small spatial support area. So we proposed a novel spoof fingerprint detection method based on multi-scale local binary pattern (MSLBP). Generally speaking, the MSLBP can be realized in two different ways. We implemented both types of MSLBP. Each MSLBP was combined with a set of filters. In this way, each sample in the LBP circle could be made to collect intensity information from a large area rather than a single pixel. The experimental results in the database of the Liveness Detection Competition 2011 (LivDet2011) have shown that both types of MSLBP are effective and superior in spoof fingerprint detection. (C) 2013 Elsevier Inc. All rights reserved.
WOS标题词	Science & Technology ; Technology
类目[WOS]	Computer Science, Information Systems
研究领域[WOS]	Computer Science
关键词[WOS]	INVARIANT TEXTURE CLASSIFICATION ; MULTIRESOLUTION GRAY-SCALE ; FACE RECOGNITION ; PERSPIRATION
收录类别	SCI
语种	英语
WOS记录号	WOS:000335110700008
内容类型	期刊论文
源URL	[http://ir.ia.ac.cn/handle/173211/4069]
专题	自动化研究所_中国科学院分子影像重点实验室
作者单位	1.Chinese Acad Sci, Inst Automat, Beijing 100190, Peoples R China 2.Xidian Univ, Sch Life Sci & Technol, Xian 710071, Shanxi, Peoples R China 3.Zhejiang Normal Univ jinhua, Coll Math Phys & Informat Technol, Jinhua 321004, Zhejiang, Peoples R China
推荐引用方式 GB/T 7714	Jia, Xiaofei,Yang, Xin,Cao, Kai,et al. Multi-scale local binary pattern with filters for spoof fingerprint detection[J]. INFORMATION SCIENCES,2014,268:91-102.
APA	Jia, Xiaofei.,Yang, Xin.,Cao, Kai.,Zang, Yali.,Zhang, Ning.,...&Tian, Jie.(2014).Multi-scale local binary pattern with filters for spoof fingerprint detection.INFORMATION SCIENCES,268,91-102.
MLA	Jia, Xiaofei,et al."Multi-scale local binary pattern with filters for spoof fingerprint detection".INFORMATION SCIENCES 268(2014):91-102.