华南理工大学学报(自然科学版) ›› 2012, Vol. 40 ›› Issue (9): 48-55.

• 计算机科学与技术 • 上一篇    下一篇

基于PCET的容忍几何变换的图像内容认证方法

沃焱1韩国强1徐角1邹昆   

  1. 华南理工大学计算机科学与工程学院
  • 收稿日期:2012-02-11 修回日期:2012-06-13 出版日期:2012-09-25 发布日期:2012-08-01
  • 通信作者: 沃焱 E-mail:woyan@scut.edu.cn
  • 基金资助:

    国家自然科学广东联合基金项目;国家自然科学基金青年科学基金项目;国家自然科学基金面上项目;中央高校基本科研业务费重点项目;广东省重大科技专项;广东省自然科学基金博士启动项目

Geometrically robust Image content authentication Based on Polar Complex Exponential Transform

  • Received:2012-02-11 Revised:2012-06-13 Online:2012-09-25 Published:2012-08-01
  • Contact: Wo Yan E-mail:woyan@scut.edu.cn

摘要: 本文利用正则化后极坐标复指数变换PCET的幅值具有旋转、缩放不变,提出了一种可容忍几何操作的图像内容认证方法。算法首先利用SUSAN算子的响应值对图像中视觉重要的内容进行加权后计算PCET矩作为内容认证的特征,然后用确定性自适应量化方法对特征进行量化后生成认证码,最后以抖动方式将认证码嵌入到原图的PCET幅值中。对图像进行验证时,从待测图像中提取水印,通过比较所提取的水印与待测图像的认证码,判断图像是否被篡改。实验结果表明该方法对旋转、缩放带来的几何失真具有鲁棒性,且能抵御压缩、增强、滤波、噪声污染等的操作,并对小篡改具有敏感性。

关键词: 图像内容认证, 数字水印, 几何失真, 极坐标复指数变换

Abstract:

In this paper, a geometrically robust image content authentication algorithm based on the Polar Complex Exponential Transform is presented. First of all, the important visual image contents are enhanced by the response values of SUSAN detector, and the PCET moments of the enhanced image are calculated to get the content authentication features. Then with deterministic adaptive quantization the authentication bits are obtained from the quantified authentication features. Finally, the authentication bits are embedded in the PCETs amplitude of the original image with quantization index modulation method. When verifying the image, the watermark extracted from a test image are compared with the the authentication bits of tested image to determine whether the image has been tampered. Experimental results show that this algorithm has the following advantages: it is robust to geometry distortion of rotation and scale; it can resist the processes such as compression, enhance, filter and noise; and it is sensitivity to small tampering.

Key words: Geometric invariant Image content authentication, Digital watermark, Geometric distortion, Polar Complex Exponential Transform

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