CASIA OpenIR  > 投资企业
Multispectral face spoofing detection using VIS-NIR imaging correlation
Sun, Xudong1,2,3; Huang, Lei1; Liu, Changping1; Xudong Sun
Source PublicationINTERNATIONAL JOURNAL OF WAVELETS MULTIRESOLUTION AND INFORMATION PROCESSING
2018-03-01
Volume16Issue:2Pages:1840003-1 至 1840003-15
SubtypeArticle
AbstractWith 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.
Other Abstract
KeywordBiometric Security Face Spoofing Detection Multispectral Biometric
WOS HeadingsScience & Technology ; Technology ; Physical Sciences
DOI10.1142/S0219691318400039
WOS KeywordVARYING ILLUMINATION ; RECOGNITION ; PATTERNS
Indexed BySCI
Language英语
WOS Research AreaComputer Science ; Mathematics
WOS SubjectComputer Science, Software Engineering ; Mathematics, Interdisciplinary Applications
WOS IDWOS:000428416300004
Citation statistics
Document Type期刊论文
Identifierhttp://ir.ia.ac.cn/handle/173211/20951
Collection投资企业
Corresponding AuthorXudong Sun
Affiliation1.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
Recommended Citation
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.
Files in This Item: Download All
File Name/Size DocType Version Access License
Multispectral Face S(1200KB)期刊论文作者原稿开放获取CC BY-NC-SAView Download
Related Services
Recommend this item
Bookmark
Usage statistics
Export to Endnote
Google Scholar
Similar articles in Google Scholar
[Sun, Xudong]'s Articles
[Huang, Lei]'s Articles
[Liu, Changping]'s Articles
Baidu academic
Similar articles in Baidu academic
[Sun, Xudong]'s Articles
[Huang, Lei]'s Articles
[Liu, Changping]'s Articles
Bing Scholar
Similar articles in Bing Scholar
[Sun, Xudong]'s Articles
[Huang, Lei]'s Articles
[Liu, Changping]'s Articles
Terms of Use
No data!
Social Bookmark/Share
File name: Multispectral Face Spoofing Detection using VIS-NIR Imaging Correlation.pdf
Format: Adobe PDF
All comments (0)
No comment.
 

Items in the repository are protected by copyright, with all rights reserved, unless otherwise indicated.