杨仁青, 柏正尧, 尹立国, 高皜, 张涛. 基于分数傅里叶变换的数字图像复制-粘贴篡改检测算法[J]. 云南大学学报(自然科学版), 2016, 38(1): 18-22. doi: 10.7540/j.ynu.20150058
引用本文: 杨仁青, 柏正尧, 尹立国, 高皜, 张涛. 基于分数傅里叶变换的数字图像复制-粘贴篡改检测算法[J]. 云南大学学报(自然科学版), 2016, 38(1): 18-22. doi: 10.7540/j.ynu.20150058
YANG Ren-qing, BAI Zheng-yao, YIN Li-guo, GAO Hao, ZHANG Tao. Detecting of copy-move forgery in digital images using fractional Fourier transform[J]. Journal of Yunnan University: Natural Sciences Edition, 2016, 38(1): 18-22. DOI: 10.7540/j.ynu.20150058
Citation: YANG Ren-qing, BAI Zheng-yao, YIN Li-guo, GAO Hao, ZHANG Tao. Detecting of copy-move forgery in digital images using fractional Fourier transform[J]. Journal of Yunnan University: Natural Sciences Edition, 2016, 38(1): 18-22. DOI: 10.7540/j.ynu.20150058

基于分数傅里叶变换的数字图像复制-粘贴篡改检测算法

Detecting of copy-move forgery in digital images using fractional Fourier transform

  • 摘要: 复制-粘贴篡改是最简单和最常见的一种数字图像伪造方法,即把图像中的一部分区域进行复制并粘贴到同幅图像的其他区域,数字图像篡改认证具有重要的理论意义和应用价值.文章提出了一种新的采用分数阶傅里叶变换对数字图像复制-粘贴区域进行检测的算法.算法首先对待检测图像进行一级小波变换,降低图像维度.对变换后的低频子带分解成大小一样、互相重叠的子块.然后对子块进行分数阶傅里叶变换,将变换系数构成特征矢量.再对所有特征矢量进行字典排序.最后通过比较相邻两块特征矢量之差以定位复制-粘贴篡改区域.实验结果表明,提出的算法能有效地检测数字图像的复制-粘贴伪造区域.

     

    Abstract: Copy-move tampering is one of the most simple and commonly used digital image forging methods.A part of image itself is copied and pasted on another part of the same image.Digital image tampering authentication has important theoretical significance and application value.This paper presents a new approach to copy-move forgery detection where fractional Fourier transform (FRFT) is used.First,the 1-level discrete wavelet transform (DWT) is used for the image to reduce the image dimension.The low-frequency of the sub-band is divided into the same size,overlapped sub-block.Then FRFT is applied for each block to calculate the vector of the coefficients.Finally,the difference of adjacent feature vectors is evaluated and employed to locate the copy-move duplicated regions.Experimental results show that the proposed method in this paper is effective in detection of the digital image copy-move forgery regions.

     

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