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拼接篡改伪造图像的色彩偏移量不一致取证方法
Alternative TitleAuthentication Method for Splicing Manipulation with Inconsistencies in Color Shift
孙鹏; 郎宇博; 巩家昌; 沈喆
Department机器人学研究室
Source Publication计算机辅助设计与图形学学报
ISSN1003-9775
2017
Volume29Issue:8Pages:1408-1415
Indexed ByEI ; CSCD
EI Accession number20174204281875
CSCD IDCSCD:6044182
Contribution Rank4
Funding Organization国家自然科学基金(61307016) ; 辽宁省自然科学基金(2014020193) ; 辽宁省优秀人才支持计划(14021B171210Z)
Keyword拼接篡改 伪造图像 图像取证 色彩偏移 偏色距离
Abstract拼接篡改是一种常见的伪造图像方法,根据拼接篡改伪造图像中拼接区域与原始区域之间存在的色彩偏移量的差异,提出一种基于偏色估计的拼接篡改伪造图像自动检测方法.首先将图像分为n×n大小的图像子块,利用改进的平均色差计算方法估计每一个子块的色彩偏移量;然后将分块之后的待检验图像的上、左、右3个径向方向上的尺度边缘子块的集合设定为参考区域;计算每一个子块与参考区域之间的偏色距离,最后与设定的偏色距离阈值进行比较后定位图像中的拼接区域,从而揭示拼接篡改图像中存在的色彩偏移量不一致现象.实验结果表明,该方法能够自动检测拼接篡改图像中的色彩偏移量不一致并定位拼接篡改区域,为拼接篡改伪造图像的取证提供了一类科学量化的检验依据.
Other AbstractSplicing manipulation is a common way for image forgeries, according to the difference of color shift between splicing areas and original part, we put forward a kind of auto-detection method for splicing images based on estimation of color shift. First of all, the suspicious image is divided into small sub-blocks, size of which are n小n. After that an improved average color deviation calculation method is applied to estimate color shift of each sub-blocks. And then the collection of sub-blocks is set in radial directions of top, left, right on the suspicious image as the reference region, with scale selection of edge sub-blocks, color shift between each sub-block and reference is calculated. At last, the splicing area can be localized automatically by the comparison of color shift distance with empirical threshold. As a result, the inconsistency of color shift in a splicing image can be exposed after the localization of the splicing area. Experiments show that the proposed method can detect splicing images and localize splicing area automatically, and provide a scientific and quantitative evidence for the detection of splicing manipulation.
Language中文
Citation statistics
Cited Times:1[CSCD]   [CSCD Record]
Document Type期刊论文
Identifierhttp://ir.sia.cn/handle/173321/20984
Collection机器人学研究室
Corresponding Author沈喆
Affiliation1.中国刑事警察学院声像资料检验技术系
2.辽宁网络安全执法协同创新中心
3.辽宁石油化工大学信息与控制工程学院
4.中国科学院沈阳自动化研究所机器人学国家重点实验室
Recommended Citation
GB/T 7714
孙鹏,郎宇博,巩家昌,等. 拼接篡改伪造图像的色彩偏移量不一致取证方法[J]. 计算机辅助设计与图形学学报,2017,29(8):1408-1415.
APA 孙鹏,郎宇博,巩家昌,&沈喆.(2017).拼接篡改伪造图像的色彩偏移量不一致取证方法.计算机辅助设计与图形学学报,29(8),1408-1415.
MLA 孙鹏,et al."拼接篡改伪造图像的色彩偏移量不一致取证方法".计算机辅助设计与图形学学报 29.8(2017):1408-1415.
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