Multi-scale local binary pattern with filters for spoof fingerprint detection
文献类型：期刊论文
| 作者 | Jia, Xiaofei1; Yang, Xin1 ; Cao, Kai2; Zang, Yali1; Zhang, Ning1; Dai, Ruwei1; Zhu, Xinzhong3; Tian, Jie1,2
|
| 刊名 | INFORMATION SCIENCES
 |
| 出版日期 | 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 |
| 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. |
入库方式： OAI收割
来源：自动化研究所
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