DocumentCode
1054180
Title
Robust Image Watermarking Based on Multiband Wavelets and Empirical Mode Decomposition
Author
Bi, Ning ; Sun, Qiyu ; Huang, Daren ; Yang, Zhihua ; Huang, Jiwu
Author_Institution
Sun Yat-Sen Univ., Guangzhou
Volume
16
Issue
8
fYear
2007
Firstpage
1956
Lastpage
1966
Abstract
In this paper, we propose a blind image watermarking algorithm based on the multiband wavelet transformation and the empirical mode decomposition. Unlike the watermark algorithms based on the traditional two-band wavelet transform, where the watermark bits are embedded directly on the wavelet coefficients, in the proposed scheme, we embed the watermark bits in the mean trend of some middle-frequency subimages in the wavelet domain. We further select appropriate dilation factor and filters in the multiband wavelet transform to achieve better performance in terms of perceptually invisibility and the robustness of the watermark. The experimental results show that the proposed blind watermarking scheme is robust against JPEG compression, Gaussian noise, salt and pepper noise, median filtering, and Con-vFilter attacks. The comparison analysis demonstrate that our scheme has better performance than the watermarking schemes reported recently.
Keywords
filtering theory; image coding; watermarking; wavelet transforms; blind image watermarking algorithm; dilation factor; empirical mode decomposition; filter selection; multiband wavelet transformation; Filtering; Filters; Gaussian noise; Noise robustness; Performance analysis; Transform coding; Watermarking; Wavelet coefficients; Wavelet domain; Wavelet transforms; Empirical mode decomposition (EMD); image watermarking; multiband wavelets transformation (MWT); Algorithms; Computer Graphics; Computer Security; Data Compression; Image Interpretation, Computer-Assisted; Patents as Topic; Pattern Recognition, Automated; Product Labeling; Reproducibility of Results; Sensitivity and Specificity; Signal Processing, Computer-Assisted;
fLanguage
English
Journal_Title
Image Processing, IEEE Transactions on
Publisher
ieee
ISSN
1057-7149
Type
jour
DOI
10.1109/TIP.2007.901206
Filename
4271513
Link To Document