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同幅数字图像中Copy-Move型篡改的盲检测
Passive-Blind Detection of Copy-Move Forgery in One Digital Image
【摘要】 为了快速有效地检测复制-粘贴(Copy-Move)图像篡改,提出了一种基于重叠块统计值的Copy-Move型篡改图像盲认证方式。该算法先将图像进行一次离散小波变换(Discrete wavelet transform,DWT)并取其低频部分分解为重叠块,接着统计各重叠块的7个统计值并计算重叠块间的相似性找出相似块,最后返回原篡改图像找出篡改部分。仿真结果表明,该方法能快速有效地检测出篡改部分经过JPEG有损压缩、高斯白噪声污染和这两者结合的篡改图像。
【Abstract】 An efficient and robust algorithm is proposed for detecting and localizing Copy-Move forgery. Firstly,discrete wavelet transform(DWT) is applied to a tampered image,then the low-frequency component in wavelet sub-band is d iv ided into overlapped blocks.Seven statistics of each block are calculated and lexicographically sorted so that duplicated blocks are identified by search ing for rows being closer to other rows after sorting.After finding out th e duplicated region in the wavelet sub-band,the duplicated regi on can be found in the tampered image.Simulation results show the efficiency of the proposed alg orithm.
【Key words】 discrete wavelet transform; Copy-Move forgery; tamper detection; block overlap;
- 【文献出处】 数据采集与处理 ,Journal of Data Acquisition & Processing , 编辑部邮箱 ,2013年02期
- 【分类号】TP391.41
- 【被引频次】3
- 【下载频次】98