A new robust and secure digital image watermarking scheme based on the integer wavelet transform and singular value decomposition

被引:113
|
作者
Makbol, Nasrin M. [1 ]
Khoo, Bee Ee [1 ]
机构
[1] Univ Sains Malaysia, Sch Elect & Elect Engn, Pulau Penang, Malaysia
关键词
Digital image watermarking; Integer wavelet transform; Singular value decomposition; Wilcoxon signed rank test; Digital signature;
D O I
10.1016/j.dsp.2014.06.012
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
In this paper, a new robust and secure digital image watermarking scheme that can be used for copyright protection is proposed. The scheme uses the integer wavelet transform (IWT) and singular value decomposition (SVD). The grey image watermark pixels values are embedded directly into the singular values of the 1-level IWT decomposed sub-bands. Experimental results demonstrate the effectiveness of the proposed scheme in terms of robustness, imperceptibility and capacity due to the IWT and SVD properties. A challenge due to the false positive problem which may be faced by most of SVD-based watermarking schemes has been solved in this work by adopting a digital signature into the watermarked image. The proposed digital signature mechanism is applied to generate and embed a digital signature after embedding the watermarks; the ownership is then authenticated before extracting watermarks. Thus, the proposed scheme achieved the security issue where the false positive problem is solved, in addition to that, the scheme is considered as a blind scheme. A computer simulation is used to verify the feasibility of the proposed scheme and its robustness against various types of attacks and to compare it with some previous schemes. Furthermore, the statistical Wilcoxon signed rank test is employed to certify the effectiveness of the proposed scheme. (C) 2014 Elsevier Inc. All rights reserved.
引用
收藏
页码:134 / 147
页数:14
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