首页 | 官方网站   微博 | 高级检索  
     

基于压缩感知的视频双水印算法研究
引用本文:周燕,曾凡智,赵慧民.基于压缩感知的视频双水印算法研究[J].计算机科学,2016,43(5):132-139.
作者姓名:周燕  曾凡智  赵慧民
作者单位:佛山科学技术学院计算机系 佛山528000,佛山科学技术学院计算机系 佛山528000,广东技术师范学院电子与信息学院 广州510665
基金项目:本文受国家自然科学基金(61272381),广东省自然科学基金项目(2015A030313635,2015A030313672),广东省科技计划项目(2014A010103037),佛山市科技创新专项资金项目(2015AG10008,2014AG10001),佛山科学技术学院优秀青年教师培养计划项目(fsyq201411),佛山科学技术学院优秀青年人才培育项目资助
摘    要:针对数字视频的内容保护与帧内、帧间篡改检测的难题,采用压缩感知理论提取视频的内容特征作为水印,提出一种双水印的视频保护和篡改检测算法。首先,利用压缩感知过程提取I帧宏块的内容特征,生成半脆弱的内容认证水印;然后,对帧序号进行二值运算,生成完整性水印;最后,利用压缩感知信号重构OMP(Orthogonal Matching Pursuit)算法把生成的双水印嵌入到I帧和P帧相应宏块的DCT高频系数的压缩测量值中,以此提高视频水印的抗攻击能力,并实现对视频篡改的检测。仿真实验表明,所提算法对视频帧内篡改具有精确定位到子块的检测能力;同时对帧插入、帧删除、帧交换等类型的视频帧间篡改具有很强的检测能力。

关 键 词:压缩感知  内容认证水印  完整性水印  帧内篡改检测  帧间篡改检测
收稿时间:2015/10/26 0:00:00
修稿时间:2015/12/3 0:00:00

Double Video Watermarking Algorithm Based on Compressive Sensing
ZHOU Yan,ZENG Fan-zhi and ZHAO Hui-min.Double Video Watermarking Algorithm Based on Compressive Sensing[J].Computer Science,2016,43(5):132-139.
Authors:ZHOU Yan  ZENG Fan-zhi and ZHAO Hui-min
Affiliation:Department of Computer Science,Foshan University,Foshan 528000,China,Department of Computer Science,Foshan University,Foshan 528000,China and School of Electronic and Information,Guangdong Polytechnic Normal University,Guangzhou 510665,China
Abstract:For the problem of video content protection and tamper detection in frame or between frames,by extracting the video content features as watermarking based on compressive sensing(CS) theory,we proposed a video protection and tamper detection algorithm based on double watermarking.Firstly,the content features of the macro blocks of I frame are extracted by CS procedure,and the semi-fragile authentic watermark is generated.Then,by performing binary arithmetic to the frame sequences,the integrity watermark is generated.Finally,the double watermarking is embedded into the CS measurements of high-frequency DCT coefficients in macro blocks of I frame and P frame by the OMP procedure of CS reconstruction.This algorithm can improve the anti-attack capability of video watermarking,and detect the tamper to video.Simulation results show that the proposed algorithm has accurate detecting capability for tamper in frame,which can detect the sub-blocks of video frame.Also,it has precise detecting capability for tamper between frames such as frame insertion,frame deletion and frame switch,which can detect any tampered frame.
Keywords:Compressive sensing  Authentic watermarking  Integrity watermarking  Tamper detect in frame  Tamper detect between frames
点击此处可从《计算机科学》下载全文
设为首页 | 免责声明 | 关于勤云 | 加入收藏

Copyright©北京勤云科技发展有限公司    京ICP备09084417号-23

京公网安备 11010802026262号