首页 | 官方网站   微博 | 高级检索  
     

基于MSSIM商一致性的视频插帧和删帧篡改检测
引用本文:张珍珍,侯建军,李赵红,郭胜.基于MSSIM商一致性的视频插帧和删帧篡改检测[J].北京邮电大学学报,2015(4):84-88.
作者姓名:张珍珍  侯建军  李赵红  郭胜
作者单位:北京交通大学 电子信息工程学院,北京,100044;北京交通大学 电子信息工程学院,北京,100044;北京交通大学 电子信息工程学院,北京,100044;北京交通大学 电子信息工程学院,北京,100044
基金项目:中央高校基本科研业务费专项资金资助项目(W13JB00070;W15JB00280),教育部留学回国人员科研启动基金资助项目(W15C300020)
摘    要:插帧和删帧是常见的视频帧间篡改方式,针对此研究问题,提出一种基于结构相似度均值( MSSIM)商的一致性检测算法。对于一段连续拍摄的视频,由于视频内容的连续性,相邻帧之间的MSSIM商具有连续现象。而对于经过插帧或删帧篡改的视频,其篡改点位置的MSSIM商会发生突变,从而破坏其一致性。为此,该算法首先计算每相邻两帧间的MSSIM值,之后对相邻MSSIM求商并以此作为特征,而后两次利用切比雪夫不等式及阈值法对提取特征进行异常点检测,从而实现对视频插帧和删帧的篡改检测及定位。实验结果表明,该算法对视频插帧和删帧篡改具有较高的检测率。

关 键 词:视频取证  插帧和删帧篡改  结构相似度均值  切比雪夫不等式

Video-Frame Insertion and Deletion Detection Based on Consistency of Quotients of MSSIM
Abstract:Frame insertion and deletion are common types of inter-frame forgeries in digital videos. In this article, an efficient method based on consistency of quotients of mean of structural similarity ( MSSIM) was proposed. For a continuous shooting video, due to the continuity of video content, the quotient of MSSIM between consecutive frames is continuous. While for a video which has been tampered by inserting a certain number of frames from another video or deleting a certain number of frames, at the tamper point, the quotient of MSSIM becomes rather low, the continuity will be broken. According to the phenomena, MSSIM between every two adjacent frames iscalculated firstly. Then distinguishing feature is obtained by calculating the quotients between every two sequential MSSIMs. At last, insertion and dele-tion detection and localization can be achieved by using Tchebycheff inequality twice followed by deci-sion-thresholding. Experiments show that the proposed method has high detection accuracy against both frame insertion and deletion.
Keywords:video forensics  frame insertion and deletion forgeries  mean of structural similarity  Tche-bycheff inequality
本文献已被 万方数据 等数据库收录!
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