中国科学院机构知识库网格
Chinese Academy of Sciences Institutional Repositories Grid
A Novel Cost-effective Vivo Facial Detection Technique Based on Snapshot Spectral Imaging Sensor

文献类型:会议论文

作者Wang, Zhihai1,2; Wang, Shuai1,2; Gao, Bo1,2; Wang, Tianxin1,2; Zhao, Lvrong1,2; Yu, Weixing1,2
出版日期2023
会议日期2023-07-25
会议地点Beijing, China
关键词Face Anti-spoofing Spectral Imaging Vivo Facial Detection Neural Network
卷号12963
DOI10.1117/12.3007681
英文摘要

In the field of face anti-counterfeiting, there are differences between the reflection spectrum of real faces and simulated faces, which can help us overcome the shortcomings of traditional RGB cameras that are difficult to identify the authenticity of faces. In our work, we designed a face anti-spoofing imaging system based on the snapshot spectral imaging chip, which can be used in face anti-spoofing imaging through the analysis of spectral imaging data. Experiments show that our sensor could reconstruct the spectrum of the face region, establish the spectral databases, and achieve face authenticity recognition under active light source based on deep convolutional neural network, with a face recognition accuracy of 95%. © 2023 SPIE. All rights reserved.

产权排序1
会议录AOPC 2023: Optical Sensing, Imaging, and Display Technology and Applications; and Biomedical Optics
会议录出版者SPIE
语种英语
ISSN号0277786X;1996756X
ISBN号9781510672321
源URL[http://ir.opt.ac.cn/handle/181661/97140]  
专题西安光学精密机械研究所_光学影像学习与分析中心
通讯作者Wang, Shuai; Yu, Weixing
作者单位1.University of Chinese Academy of Sciences, Beijing; 101408, China
2.Key Laboratory of Spectral Imaging Technology, Xi'an Institute of Optics and Precision Mechanics, Chinese Academy of Sciences, Xi'an; 710119, China;
推荐引用方式
GB/T 7714
Wang, Zhihai,Wang, Shuai,Gao, Bo,et al. A Novel Cost-effective Vivo Facial Detection Technique Based on Snapshot Spectral Imaging Sensor[C]. 见:. Beijing, China. 2023-07-25.

入库方式: OAI收割

来源:西安光学精密机械研究所

浏览0
下载0
收藏0
其他版本

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。