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首页> 外文期刊>International Journal of Image, Graphics and Signal Processing >Three-dimensional Region Forgery Detection and Localization in Videos
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Three-dimensional Region Forgery Detection and Localization in Videos

机译:视频的三维区域伪造检测和本地化

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摘要

Nowadays, with the extensive use of cameras in many areas of life, every day millions of videos are uploaded on the internet. In addition, with rapidly developing video editing software applications, it has become easier to forge any video. These software applications have made it challenging to detect forged videos, especially with forged videos have duplication of three-dimensional (3-D) regions. Recently, there has been increased interest in detecting forged videos, but there are very limited studies to detect forged videos which were duplicated 3-D regions. So, our research focused on this weakness and proposed a new method, which can be used for detecting and locating 3-D duplicated regions in videos based on the phase-correlation of 3-D regions residual more efficiently. To evaluate the efficiency of the proposed method, we experimented with two realistic datasets VFDD-3D and REWIND-3D. The results of the experiments proved that the proposed method is efficient and robust for detecting small 3-D regions duplication and frame sequences duplication, especially localization of duplication forgery in videos has shown impressive results.
机译:如今,随着互联网上上传了数百万录像的每天都在广泛使用相机。此外,随着迅速开发视频编辑软件应用程序,它变得更容易伪造任何视频。这些软件应用程序使其具有挑战性地检测锻造视频,尤其是伪造视频具有三维(3-D)区域的重复。最近,对检测锻造视频的兴趣增加了兴趣,但研究有很大的研究,可以检测重复的3-D区域的锻造视频。因此,我们的研究专注于这种弱点,并提出了一种新方法,可用于基于3-D区剩余的相位相关性地检测和定位视频中的三维重复区域。为了评估所提出的方法的效率,我们尝试了两个现实数据集VFDD-3D和REWIND-3D。实验结果证明,该方法是用于检测小3-D区重复和帧序列重复的有效和稳健,特别是视频中重复伪造的本地化表明了令人印象深刻的结果。

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