Secure Randomized Image Watermarking Based on Singular Value Decomposition

被引:23
作者
Bhatnagar, Gaurav [1 ]
Wu, Q. M. Jonathan [2 ]
Atrey, Pradeep K. [3 ]
机构
[1] Indian Inst Technol, Jodhpur, Rajasthan, India
[2] Univ Windsor, Dept Elect & Comp Engn, Windsor, ON N9B 3P4, Canada
[3] Univ Winnipeg, Dept Appl Comp Sci, Winnipeg, MB R3B 2E9, Canada
基金
加拿大自然科学与工程研究理事会;
关键词
Security; Verification; Digital watermarking; reversible random extension transform; chaotic map; wavelet frame transform; automatic thresholding; singular value decomposition; DISCRETE WAVELET TRANSFORM; SCHEME;
D O I
10.1145/2542205.2542207
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this article, a novel logo watermarking scheme is proposed based on wavelet frame transform, singular value decomposition and automatic thresholding. The proposed scheme essentially rectifies the ambiguity problem in the SVD-based watermarking. The core idea is to randomly upscale the size of host image using reversible random extension transform followed by the embedding of logo watermark in the wavelet frame domain. After embedding, a verification phase is casted with the help of a binary watermark and toral automorphism. At the extraction end, the binary watermark is first extracted followed by the verification of watermarked image. The logo watermark is extracted if and only if the watermarked image is verified. The security, attack and comparative analysis confirm high security, efficiency and robustness of the proposed watermarking system. Categories and Subject Descriptors: H.4.3 [Information Systems Applications]: Communications Applications
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页数:21
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