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Multispectral face spoofing detection using VIS-NIR imaging correlation
Sun, Xudong1,2,3; Huang, Lei1; Liu, Changping1; Xudong Sun
2018-03-01
发表期刊INTERNATIONAL JOURNAL OF WAVELETS MULTIRESOLUTION AND INFORMATION PROCESSING
卷号16期号:2页码:1840003-1 至 1840003-15
文章类型Article
摘要With the wide applications of face recognition techniques, spoofing detection is playing an important role in the security systems and has drawn much attention. This research presents a multispectral face anti-spoofing method working with both visible (VIS) and near-infrared (NIR) spectra imaging, which exploits VIS-NIR image consistency for spoofing detection. First, we use part-based methods to extract illumination robust local descriptors, and then the consistency is calculated to perform spoofing detection. In order to further exploit multispectral correlation in local patches and to be free from manually chosen regions, we learn a confidence factor map for all the patches, which is used in final classifier. Experimental results of self-collected datasets, public Msspoof and PolyU-HSFD datasets show that the proposed approach gains promising results for both intra-dataset and cross-dataset testing scenarios, and that our method can deal with different illumination and both photo and screen spoofing.
其他摘要
关键词Biometric Security Face Spoofing Detection Multispectral Biometric
WOS标题词Science & Technology ; Technology ; Physical Sciences
DOI10.1142/S0219691318400039
关键词[WOS]VARYING ILLUMINATION ; RECOGNITION ; PATTERNS
收录类别SCI
语种英语
WOS研究方向Computer Science ; Mathematics
WOS类目Computer Science, Software Engineering ; Mathematics, Interdisciplinary Applications
WOS记录号WOS:000428416300004
引用统计
文献类型期刊论文
条目标识符http://ir.ia.ac.cn/handle/173211/20951
专题投资企业
通讯作者Xudong Sun
作者单位1.Chinese Acad Sci, Inst Automat, Zhongguancun East Rd, Beijing 100190, Peoples R China
2.Univ Chinese Acad Sci, Sch Comp & Control Engn, Zhongguancun East Rd, Beijing 100190, Peoples R China
3.Room 501,95 Zhongguancun East Rd, Beijing 100190, Peoples R China
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GB/T 7714
Sun, Xudong,Huang, Lei,Liu, Changping,et al. Multispectral face spoofing detection using VIS-NIR imaging correlation[J]. INTERNATIONAL JOURNAL OF WAVELETS MULTIRESOLUTION AND INFORMATION PROCESSING,2018,16(2):1840003-1 至 1840003-15.
APA Sun, Xudong,Huang, Lei,Liu, Changping,&Xudong Sun.(2018).Multispectral face spoofing detection using VIS-NIR imaging correlation.INTERNATIONAL JOURNAL OF WAVELETS MULTIRESOLUTION AND INFORMATION PROCESSING,16(2),1840003-1 至 1840003-15.
MLA Sun, Xudong,et al."Multispectral face spoofing detection using VIS-NIR imaging correlation".INTERNATIONAL JOURNAL OF WAVELETS MULTIRESOLUTION AND INFORMATION PROCESSING 16.2(2018):1840003-1 至 1840003-15.
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