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Video Inter-frame Forgery Detection Approach for Surveillance and Mobile Recorded Videos

机译:用于监视和移动录制视频的视频帧间伪造检测方法

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We are living in an age where use of multimedia technologies like digital recorders and mobile phones is increasing rapidly. On the other hand, digital content manipulating softwares are also increasing making it easy for an individual to doctor the recorded content with trivial consumption of time and wealth. Digital multimedia forensics is gaining utmost importance to restrict unethical use of such easily available tampering techniques. These days, it is common for people to record videos using their smart phones. We have also witnessed a sudden growth in the use of surveillance cameras, which we see inhabiting almost every public location. Videos recorded using these devices usually contains crucial evidence of some event occurence and thereby most susceptible to inter-frame forgery which can be easily performed by insertion/removal/replication of frame(s). The proposed forensic technique enabled detection of inter-frame forgery in H.264 and MPEG-2 encoded videos especially mobile recorded and surveillance videos. This novel method introduced objectivity for automatic detection and localization of tampering by utilizing prediction residual gradient and optical flow gradient. Experimental results showed that this technique can detect tampering with 90% true positive rate, regardless of the video codec and recording device utilized and number of frames tampered.
机译:我们生活在一个时代,在这个时代,诸如数字记录器和移动电话之类的多媒体技术的使用正在迅速增加。另一方面,数字内容处理软件也在增加,这使得个人可以轻松地花费大量时间和金钱来篡改记录的内容。数字多媒体法证学正变得极为重要,以限制不道德地使用这种容易获得的篡改技术。如今,人们通常使用智能手机录制视频。我们还目睹了监视摄像机的使用激增,我们发现它几乎遍布每个公共场所。使用这些设备录制的视频通常包含某些事件发生的重要证据,因此最容易发生帧间伪造,而通过插入/移除/复制帧很容易执行伪造。所提出的取证技术能够检测H.264和MPEG-2编码视频中的帧间伪造,尤其是移动记录和监视视频。这种新方法引入了客观性,可以利用预测残差梯度和光流梯度自动检测和定位篡改。实验结果表明,该技术可以检测出90%的真实阳性率,而与视频编解码器和记录设备的使用以及被篡改的帧数无关。

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