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Robust Algorithm for Detection of Copy-Move Forgery in Digital Images Based on Ridgelet Transform

机译:基于Ridgelet变换的鲁棒性数字图像伪造伪造检测算法

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摘要

The rapid development in image processing techniques has enabled people to easily synthesize realistic images; this may result in the social problems when a doctored image cannot be distinguished from a real one by visual examination, so, the digital image authentication becomes more and more important in our daily life. In this paper, a robust algorithm based on ridgelet transform is proposed to detect copy-move forgery which is the most popular method in image tampering. The proposed method has the advantage of simplicity and low complexity of calculating. Simplicity lies in the vectors got by calculating Hu moments of the ridgelet transform domain; vectors with the length of 7 results in low complexity of calculating. The given experimental results show that our algorithm has good performance of detection of copy-move forgery, even the image undergo some kind of JPEG compress.
机译:图像处理技术的飞速发展使人们能够轻松地合成逼真的图像。当通过目视检查无法将博士图像与真实图像区分开时,这可能会导致社会问题,因此,数字图像认证在我们的日常生活中变得越来越重要。本文提出了一种基于脊波变换的鲁棒算法来检测复制移动伪造,这是图像篡改中最流行的方法。该方法具有计算简单,计算复杂度低的优点。简单性在于通过计算脊波变换域的Hu矩而获得的向量。长度为7的向量导致计算复杂度较低。给出的实验结果表明,即使图像经过某种JPEG压缩,我们的算法也具有良好的复制移动伪造检测性能。

著录项

  • 来源
  • 会议地点 Chengdu(CN)
  • 作者单位

    College of Software, Information Security Technology Lab., Nankai University, Tianjin, China, 300071,College of Information Technical Science, Nankai University, Tianjin, China, 300071;

    College of Software, Information Security Technology Lab., Nankai University, Tianjin, China, 300071;

    College of Software, Information Security Technology Lab., Nankai University, Tianjin, China, 300071,College of Information Technical Science, Nankai University, Tianjin, China, 300071;

    College of Software, Information Security Technology Lab., Nankai University, Tianjin, China, 300071,College of Information Technical Science, Nankai University, Tianjin, China, 300071;

    College of Software, Information Security Technology Lab., Nankai University, Tianjin, China, 300071,College of Information Technical Science, Nankai University, Tianjin, China, 300071;

  • 会议组织
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    copy-move; ridgelet transform; Hu moments; image forensics;

    机译:复制移动脊波变换moment片刻;图像取证;

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