SUN Yuchao,LI De*.Robust zero-watermark algorithm based on image normalizationand non-subsampled shearlet transform[J].Journal of Yanbian University,2017,43(01):43-50.
基于图像归一化和NSST的鲁棒零水印算法
- Title:
- Robust zero-watermark algorithm based on image normalization and non-subsampled shearlet transform
- 关键词:
- 零水印; 图像归一化; 非下采样剪切波变换(NSST); 完全互补码
- Keywords:
- zero-watermark; image normalization; non-subsampled shearlet transform(NSST); complete complementary code
- 分类号:
- TP391.41
- 文献标志码:
- A
- 摘要:
- 为了更有效地提取数字漫画的边缘轮廓特征,提出一种基于图像归一化和非下采样剪切波变换(NSST, non-subsampled shearlet transform)的零水印算法.首先,将数字漫画图像进行归一化处理.然后,采用NSST和离散余弦变换(DCT)提取图像的低频分量,再采用非负矩阵分解(NMF, non-negative matrix factorization)提取特征向量作为图像的特征信息; 处理水印图像时,采用基于完全互补码的扩频技术和混沌置乱技术以提高算法的鲁棒性和安全性.最后,对数字漫画
- Abstract:
- A zero-watermark algorithm based on image normalization and non-subsampled shearlet transform(NSST)is purposed to extract the edge contour feature of digital cartoon more effectively. In this method, the image is processed with the method of image normalization firstly. Then, the low-frequency component is extracted with NSST and DCT. Next, the feature vector is extracted with NMF and put it as the feature information. For the watermark image, the spread spectrum technology based on complete complementary codes and chaotic scrambling technology are used to improve the robustness and security of the algorithm. Finally, the zero-watermark is derived by making the feature information of the cartoon image and the watermark image do XOR operation. The experimental results show that the method is very robust against Gaussian noise, salt & pepper noise, geometric transformation, JPEG compression and neighborhood filtering attacks, and can resist on cropping attacks to some extent.
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相似文献/References:
[1]杨振仁,李德.基于图像归一化与扩频技术的DCT零水印算法[J].延边大学学报(自然科学版),2017,43(02):179.
YANG Zhenren,LI De*.A DCT zero-watermark scheme based on image normalization and spread spectrum[J].Journal of Yanbian University,2017,43(01):179.
[2]高雪丽,李德.基于边缘特征的动画零水印算法[J].延边大学学报(自然科学版),2017,43(04):353.
GAO Xueli,LI De*.Animation zero watermark algorithm based on edge feature[J].Journal of Yanbian University,2017,43(01):353.
备注/Memo
收稿日期: 2016-11-07*通信作者: 李德(1972—),男,博士,教授,研究方向为信息安全、版权保护.
基金项目: 吉林省教育厅“十三五”科学技术研究项目(吉教科合字[2016]第249号); 国家自然科学基金资助项目(61262090)