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![]() ![]() |
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 |
DOI | 10.1117/12.3007681 |
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
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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
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