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Detection of computer generated faces in videos based on pulse signal
Peng, Bo; Wang, Wei; Dong, Jing; Tan, Tieniu; Wei Wang
2015
会议名称IEEE China Summit and International Conference on Signal and Information Processing
会议录名称Proceedings of IEEE China Summit & International Conference on Signal and Information Processing
页码841-845
会议日期12-15 July 2015
会议地点Chengdu, China
摘要The rapid development in the field of computer graphics (CG) makes it quite easy to create photo-realistic images and videos. This brings forward an emergent requirement for techniques that can distinguish CG from real contents. In this paper, we propose a method that leverages human pulse signal to distinguish between CG and real videos that include human faces. We use a robust tracking method to locate a patch of skin on the face. Then, a chrominance-based algorithm is employed to robustly extract pulse signal. By checking the frequency waveform of the extracted pulse signal, we can tell CG and real videos apart. The experiment shows encouraging results, which demonstrate the efficiency of our method.
关键词Pulse Detection Cg Characters Video Forensics
收录类别EI
文献类型会议论文
条目标识符http://ir.ia.ac.cn/handle/173211/12304
专题智能感知与计算研究中心
通讯作者Wei Wang
作者单位Center for Research on Intelligent Perception and Computing, National Laboratory of Pattern Recognition, Institute of Automation, Chinese Academy of Sciences
推荐引用方式
GB/T 7714
Peng, Bo,Wang, Wei,Dong, Jing,et al. Detection of computer generated faces in videos based on pulse signal[C],2015:841-845.
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