数字图像区域重复伪造的鲁棒检测

Weiqi Luo, Jiwu Huang, G. Qiu
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引用次数: 315

摘要

区域复制伪造是一种常见的图像伪造技术,将数字图像的一部分复制粘贴到同一图像的另一部分,以掩盖场景中的重要对象。在本文中,我们描述了一种高效且鲁棒的算法来检测和定位这种类型的恶意篡改。我们提出的实验结果表明,我们的方法是鲁棒的,并且可以成功地检测到这种类型的篡改图像,这些篡改图像已经受到各种形式的后区域重复图像处理,包括模糊,噪声污染,严重有损压缩,以及这些处理操作的混合
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Robust Detection of Region-Duplication Forgery in Digital Image
Region duplication forgery, in which a part of a digital image is copied and then pasted to another portion of the same image in order to conceal an important object in the scene, is one of the common image forgery techniques. In this paper, we describe an efficient and robust algorithm for detecting and localizing this type of malicious tampering. We present experimental results which show that our method is robust and can successfully detect this type of tampering for images that have been subjected to various forms of post region duplication image processing, including blurring, noise contamination, severe lossy compression, and a mixture of these processing operations
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