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A review of video falsifying techniques and video forgery detection techniques

机译:视频伪造技术和视频伪造检测技术综述

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摘要

The term video attack has gained attention under the name video forgery. The simplest type of video forgery is copy-move tampering which can be detected by human eyes. The complex type of video forgery is video falsifying which is more professional than copy-move as highly improved techniques are needed to detect a falsified video. The difficulty of detecting video falsifying attack because of changing the semantic meaning of the original videos by creating fake videos can be conducted by editing, combining or generating a new video content. In this paper, several types of video falsifying techniques and video forgery detection techniques are studied and classified, challenges with existing forgery detection techniques are given, and a conclusion of recommended suggestions is presented. Recommendations focus on advanced forgeries such as object motion interpolation forgeries, and dynamic texture inpainting to increase the security against these types of tampering on key frames.
机译:视频攻击一词在视频伪造的名称下得到了关注。视频伪造的最简单类型是可以通过人眼检测到的复制移动篡改。视频伪造的复杂类型是视频伪造,它比复制移动更为专业,因为需要高度改进的技术来检测伪造的视频。通过创建,伪造视频来改变原始视频的语义,从而检测到视频伪造攻击的难度可以通过编辑,组合或生成新的视频内容来实现。本文对几种视频伪造技术和视频伪造检测技术进行了研究和分类,给出了现有伪造检测技术所面临的挑战,并提出了建议的结论。建议的重点是高级伪造,例如对象运动插值伪造和动态纹理修补,以增强针对关键帧上此类篡改的安全性。

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