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基于Gabor滤波的鲁棒复制-粘贴图像取证方法

A robust copy-move forgery forensic method based on Gabor filters

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【作者】 凌宝红侯整风胡东辉郑淑丽

【Author】 LING Bao-hong1,2,HOU Zheng-feng1,HU Dong-hui1,ZHENG Shu-li1(1.School of Computer and Information,Hefei University of Technology,Hefei 230009,China;2.Dept.of Information Engineering,Anhui Broadcasting,Movie and Television College,Hefei 230022,China)

【机构】 合肥工业大学计算机与信息学院安徽广播影视技术职业学院信息工程系

【摘要】 复制-粘贴是一种常见的数字图像篡改技术,目前的复制-粘贴数字图像取证技术未考虑旋转和缩放攻击。文章提出了一种新的复制-粘贴数字图像取证方法,该方法选择了鲁棒的、抗旋转及抗缩放的图像Ga-bor特征,并结合量化的DCT系数进行图像块匹配,以检测篡改区域。实验结果表明,该方法具有较强的鲁棒性,可以抵御旋转、缩放攻击,同时也可以取得较好的检测准确率。

【Abstract】 Copy-move is a common digital image manipulation technique.Attacks such as rotation and scaling are not considered in current copy-move digital image forensic methods.A new copy-move detection method is proposed in this paper.Robust,anti-rotation and anti-scaling Gabor features are selected.Based on quantized DCT coefficients,image block matching algorithm is designed to detect the tampered block.Experimental results show that the method is robust enough to detect attacks such as rotation and scaling with high accuracy.

【关键词】 复制-粘贴数字图像取证Gabor滤波鲁棒性
【Key words】 copy-movedigital imageforensicGabor filterrobustness
【基金】 安徽省自然科学基金资助项目(090412051);合肥工业大学科学研究发展基金资助项目(2009HGXJ0036)
  • 【文献出处】 合肥工业大学学报(自然科学版) ,Journal of Hefei University of Technology(Natural Science) , 编辑部邮箱 ,2010年07期
  • 【分类号】TP391.41
  • 【被引频次】9
  • 【下载频次】237
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