Face Spoofing Detection based on 3D Lighting Environment Analysis of Image Pair
Zhang, Xu; Hu, Xiyuan; Ma, Mingyang; Chen, Chen; Peng, Silong
2016-12
会议名称International Conference on Pattern Recognition
会议日期2016-12
会议地点Cancun, Mexico
摘要In this paper, we present a novel face spoofing detection method based on 3D lighting environment analysis of an image pair collected before and after the lighting environment change. Our idea is inspired from the unimpressive fact that the illumination distributions of the internal spoof face stays stable under the protection of the photo and screen plane, while that of a exposed genuine face changes accordingly to different lighting environment due to a natural response of 3D structure. After estimating two sets of lighting environment coefficients of client’s face image pair with the hand of 3D Morphable Model (3DMM) and Sphere Harmonic Illumination Model (SHIM), robust liveness judgement is conducted by hypothesis tests. Experimental results show the effectiveness of proposed method on multiple kinds of face attacks including printed photo, screen photo, and video replay attack, and other advantages such as user cooperation free, loose using conditions, simple equipment demand, easy to camouflage and propitious to face recognition.
文献类型会议论文
条目标识符http://ir.ia.ac.cn/handle/173211/19683
专题智能制造技术与系统研究中心_多维数据分析
通讯作者Hu, Xiyuan
作者单位Institute of Automation, Chinese Academy of Sciences
推荐引用方式
GB/T 7714
Zhang, Xu,Hu, Xiyuan,Ma, Mingyang,et al. Face Spoofing Detection based on 3D Lighting Environment Analysis of Image Pair[C],2016.
条目包含的文件 下载所有文件
文件名称/大小 文献类型 版本类型 开放类型 使用许可
1731.pdf(1480KB)会议论文 开放获取CC BY-NC-SA浏览 下载
个性服务
推荐该条目
保存到收藏夹
查看访问统计
导出为Endnote文件
谷歌学术
谷歌学术中相似的文章
[Zhang, Xu]的文章
[Hu, Xiyuan]的文章
[Ma, Mingyang]的文章
百度学术
百度学术中相似的文章
[Zhang, Xu]的文章
[Hu, Xiyuan]的文章
[Ma, Mingyang]的文章
必应学术
必应学术中相似的文章
[Zhang, Xu]的文章
[Hu, Xiyuan]的文章
[Ma, Mingyang]的文章
相关权益政策
暂无数据
收藏/分享
文件名: 1731.pdf
格式: Adobe PDF
所有评论 (0)
暂无评论
 

除非特别说明,本系统中所有内容都受版权保护,并保留所有权利。