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Multispectral face spoofing detection using VIS-NIR imaging correlation

文献类型：期刊论文

作者Sun, Xudong1,2,3; Huang, Lei1; Liu, Changping1; Xudong Sun
刊名INTERNATIONAL JOURNAL OF WAVELETS MULTIRESOLUTION AND INFORMATION PROCESSING
出版日期2018-03-01
卷号16期号:2页码:1840003-1 至 1840003-15
关键词Biometric Security Face Spoofing Detection Multispectral Biometric
DOI10.1142/S0219691318400039
文献子类Article
英文摘要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.
WOS关键词VARYING ILLUMINATION ; RECOGNITION ; PATTERNS
WOS研究方向Computer Science ; Mathematics
语种英语
WOS记录号WOS:000428416300004
源URL[http://ir.ia.ac.cn/handle/173211/20951]  
专题自动化研究所_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
推荐引用方式
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.

入库方式： OAI收割

来源：自动化研究所

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