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Image and Video Forensics: A Critical Survey

机译:图像和视频取证:一项批判性调查

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摘要

With the extensive use of multimedia on internet and easy approachability of powerful image and video editing software, doctored visual contents have been extensively appearing in our electronic-mail in-boxes, Whatsapp, Facebook or any other social media. Recently, attempting blind tampering in visual contents have been progressively adopted. This paper presents a collaborative survey on detection of such attempts. Our aim is to establish an effective path, for researchers working in the field of image and video forensics, to unfold new aspects of forgery. This paper will avail the comprehensive study that will assist the researchers to go through the various challenges encountered in the previous work. The focus of this paper is to review the splicing and copy-move forgery detection methods in images as well as inter and intra-frame forgery challenges in videos, highlighting the commonly used datasets and hence assisting new researchers to work on with. The efficacy of the paper is that such collaborative survey under one umbrella is not available yet.
机译:随着多媒体在互联网上的广泛使用以及强大的图像和视频编辑软件的易用性,篡改的视觉内容已广泛出现在我们的电子邮件收件箱、Whatsapp、Facebook 或任何其他社交媒体中。最近,尝试盲目篡改视觉内容已逐渐被采用。本文提出了一项关于检测此类尝试的合作调查。我们的目标是为在图像和视频取证领域工作的研究人员建立一条有效的途径,以揭示伪造的新方面。本文将利用综合研究,帮助研究人员应对先前工作中遇到的各种挑战。本文的重点是回顾图像中的拼接和复制移动伪造检测方法以及视频中的帧间和帧内伪造挑战,重点介绍常用的数据集,从而帮助新研究人员进行研究。这篇论文的功效在于,目前还没有这种在一个保护伞下进行的合作调查。

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