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JPEG image tampering detection based on blocking artifacts

机译:基于分块伪像的JPEG图像篡改检测

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摘要

In the modern world, digital images play very important role in areas like insurance processing, intelligence services, surveillance systems and forensic investigation. After the advent of the digital medium, image forgery has become a threat. In today’s digital age, because of the availability of many image editing and processing tools it is possible to change the information represented by a digital image very easily without leaving any obvious traces of tampering. Since tampering of digital images has become so easy, integrity or authenticity of digital images has become a question, resulting in a need for robust and reliable tamper detection methods. One of the methods that allowed copied areas actual detection on doctored JPEG images is blocking artifacts method. This study analyzes the blocking artifacts method and then proposed a new method to improve it. The improvement enables the blocking artifacts method to detect manipulations that uses painting technique. The proposed method called a Marker algorithm was added to the blocking artifacts method proposed by Tralic, et al. (2012). The addition of this algorithm facilitates the detection process of the blocking artifacts method by making the tampered area more visible. Finally, this study evaluated the proposed method in detecting a tampered area by using the percentage of effective detection as a measure. The analysis shows that the proposed method is capable of making the tampered area more visible, thus improving the blocking artifacts method.
机译:在现代世界中,数字图像在保险处理,情报服务,监视系统和法医调查等领域发挥着非常重要的作用。在数字媒体出现之后,图像伪造已成为一种威胁。在当今的数字时代,由于提供了许多图像编辑和处理工具,因此可以非常容易地更改数字图像表示的信息,而不会留下任何明显的篡改痕迹。由于数字图像的篡改变得如此容易,因此数字图像的完整性或真实性成为问题,从而需要鲁棒且可靠的篡改检测方法。允许在篡改的JPEG图像上实际检测复制区域的方法之一是分块伪影方法。该研究分析了阻塞伪影方法,然后提出了一种新的方法来对其进行改进。改进使阻塞伪影方法能够检测使用绘画技术的操纵。 Tralic等人提出的阻塞伪影方法中增加了所提出的称为Marker算法的方法。 (2012)。该算法的添加通过使篡改区域更加可见,从而简化了块状伪影方法的检测过程。最后,本研究通过使用有效检测的百分比作为度量来评估所建议的检测篡改区域的方法。分析表明,所提出的方法能够使篡改区域更加可见,从而改进了阻塞伪影方法。

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    Ebrahimi Ali;

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  • 年度 2013
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