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Methodology for Evidence Reconstruction in Digital Image Forensics

机译:数字图像取证中证据重建的方法论

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This paper reveals basics of Digital (Image) Forensics. The paper describes the ways to manipulate image, namely, copy-move forgery (copy region in image & paste into another region in same image), image splicing (copy region in image & paste into another image) and image retouching. The paper mainly focuses on copy move forgery detection methods that are classified mainly into two broad approaches- block-based and key-point. Methodology (generalized as well as approach specific) of copy move forgery detection is presented in detail. Copied region is not directly pasted but manipulated (scale, rotation, adding Gaussian noise or combining these transformations) before pasting. The method for detection should robust to these transformations. The paper also presents methodology for reconstruction (if possible) of forged image based on detection result.
机译:本文揭示了数字(图像)取证的基础。本文介绍了处理图像的方法,即复制移动伪造(复制图像中的区域并粘贴到同一图像中的另一个区域),图像拼接(复制图像中的区域并粘贴到另一个图像中)和图像修饰。本文主要关注复制移动伪造检测方法,该方法主要分为基于块的和关键点两大方法。详细介绍了复制移动伪造检测的方法(通用以及特定于方法)。复制的区域不是直接粘贴的,而是在粘贴之前进行操作(缩放,旋转,添加高斯噪声或组合这些变换)。检测方法应对这些转换具有鲁棒性。本文还提出了基于检测结果重建(如果可能)伪造图像的方法。

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