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一种用于帧内篡改检测的压缩感知视频水印实现算法
引用本文:赵慧民,赖剑煌,蔡君,陈小玲.一种用于帧内篡改检测的压缩感知视频水印实现算法[J].电子学报,2013,41(6):1153-1158.
作者姓名:赵慧民  赖剑煌  蔡君  陈小玲
作者单位:1. 广东技术师范学院电子与信息学院, 广东 广州 510665;
2. 中山大学信息科学与技术学院, 广东 广州 510275
基金项目:国家自然科学基金(No.61272381);广东省自然科学基金(No.S2012010008639)
摘    要: 针对视频水印在帧内篡改检测方面定位精度的不足,通过压缩感知对MPEG-4(Moving Picture Experts Group-4)视频内容的特征表示,提出一种新的视频水印生成方法及其帧内篡改检测算法.该算法由压缩感知DCT(Discrete Cosine Transform)测量矩阵对I-VOP(Intra-Video Object Plane)图像提取U、V特征参数,生成基于内容的压缩感知视频水印数据并嵌入到图像Y分量的DCT中高频系数中实现帧内篡改检测.实验结果表明,与Hash视频水印算法比较,压缩感知视频水印数据具有更好的恢复能力,且水印算法对视频帧内篡改定位精度更高.

关 键 词:压缩感知  MPEG-4  视频水印  篡改检测
收稿时间:2011-08-31

A Video Watermarking Algorithm for Intraframe Tampering Detection Based Compressed Sensing
ZHAO Hui-min,LAI Jian-huang,CAI Jun,CHEN Xiao-ling.A Video Watermarking Algorithm for Intraframe Tampering Detection Based Compressed Sensing[J].Acta Electronica Sinica,2013,41(6):1153-1158.
Authors:ZHAO Hui-min  LAI Jian-huang  CAI Jun  CHEN Xiao-ling
Affiliation:1. Guangdong Polytechnic Normal University, Guangzhou, Guangdong 510665, China;
2. School of Information Science and Technology, Sun Yat-sen University, Guangzhou, Guangdong 510006, China
Abstract:In order to overcome the drawback of localization accuracy for intraframe tampering detection based on video watermarking,this paper proposes a novel video watermarking generation and intraframe tampering detection algorithm based on feature representation of MPEG-4(Moving Picture Experts Group-4) video content by compressed sensing(CS).First,U and V,feature parameters of I-VOP(Intra-Video Object Plane) frame,are extracted utilizing projection of DCT(Discrete Cosine Transform) measurement matrix of the CS,generate the CS-watermarking of the video content,and embed the CS-watermarking data into the coefficients of low frequency and high frequency of DCT domain in the Y component of image.Compared to Hash-watermarking generating algorithm,experiment results show that the CS-watermarking algorithm has better data recovery capability and localization accuracy for video intraframe tampering detection.
Keywords:compressed sensing  moving picture experts group-4(MPEG-4)  video watermarking  tamper detection
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