| Multispectral face spoofing detection using VIS-NIR imaging correlation | |
Sun, Xudong1,2,3 ; Huang, Lei1; Liu, Changping1; Xudong Sun
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| 发表期刊 | INTERNATIONAL JOURNAL OF WAVELETS MULTIRESOLUTION AND INFORMATION PROCESSING
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| 2018-03-01 | |
| 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 | 无 |
| 关键词 | Biometric Security Face Spoofing Detection Multispectral Biometric |
| WOS标题词 | Science & Technology ; Technology ; Physical Sciences |
| DOI | 10.1142/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 |
| 第一作者单位 | 中国科学院自动化研究所 |
| 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. |
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| 文件名称/大小 | 文献类型 | 版本类型 | 开放类型 | 使用许可 | ||
| Multispectral Face S（1200KB） | 期刊论文 | 作者原稿 | 开放获取 | CC BY-NC-SA | 浏览 下载 | |
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