A Contourlet-Domain Image Signature for Content Authentication

Xiaofeng Wang, Lixin Zhang, Kemu Pang
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引用次数: 1

Abstract

An image signature approach for content authentication is proposed. In the proposal, Contour let transformation is used to extract image feature, and the statistics of Contour let transformation coefficients are used to generate image signature. Then a tampering detection and tampering localization algorithm are developed by using generated image signature. Proposed method is robust for perceptually insignificant distortions introduced by content-preserving manipulations such as JPEG compression, adding noise, filtering, etc. It is sensitive to the changes caused by malicious attacks, and it possesses the functionality to detect the changed image regions.
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面向内容认证的contourlet域图像签名
提出了一种用于内容认证的图像签名方法。该算法利用轮廓let变换提取图像特征,利用轮廓let变换系数的统计量生成图像签名。然后利用生成的图像签名,提出了一种篡改检测和篡改定位算法。该方法对于JPEG压缩、添加噪声、滤波等内容保留操作所带来的感知上不显著的失真具有鲁棒性。它对恶意攻击引起的变化非常敏感,并具有检测图像区域变化的功能。
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