›› 2012, Vol. 25 ›› Issue (10): 128-.

• 论文 • 上一篇    下一篇

基于图像置乱和ICA-DWT的数字图像水印算法

陈杨,方宝磊,张小华   

  1. (桂林电子科技大学  计算机科学与工程学院,广西 桂林 541004)
  • 出版日期:2012-10-15 发布日期:2012-11-29
  • 作者简介:陈杨(1984—),男,硕士研究生。研究方向:图像数字水印算法。

Digital Image Watermarking Algorithm Based on Image-Scrambling and ICA-DWT

 CHEN Yang, FANG Bao-Lei, ZHANG Xiao-Hua   

  1. (School of Computer Science and Engineering,Guilin University of Electronic Science and Technology,Guilin 541004,China)
  • Online:2012-10-15 Published:2012-11-29

摘要:

提出了一种基于图像置乱和ICA-DWT的数字图像水印算法。该算法首先对原始图像进行三级离散小波变换(DWT),把分解所得到的低频子图进行奇异值分解(SVD),然后用独立分量分析(ICA)方法嵌入经过Arnold置乱的水印。实验结果表明,该算法对经处理、压缩和一些几何变换后的图像有较好的稳健性,同时还可以达到水印的不可见性。

关键词: 离散小波变换, 奇异值分解, 独立分量分析, Arnold置乱

Abstract:

This paper presents a digital image watermarking algorithm based on image-scrambling and ICA-DWT.Firstly,3-Level discrete wavelet transformation(DWT) is taken to the original image.Then Singular Value Decomposition (SVD) will be done to the low-frequency sub-image obtained from above transformation.Finally,watermark scrambled by Arnold transformation will be embedded into the low-frequency sub-image by using the ICA method.The experimental result shows that the algorithm has better robustness to image processing,image compression and some geometric transformations and the invisibility of watermark is achieved simultaneously.

Key words: discrete wavelet transformation(DWT);singular value decomposition(SVD);independent component analysis (ICA);arnold scrambling

中图分类号: 

  • TP309.7