DocumentCode
1630864
Title
An SVD-based watermarking scheme using improved micro-genetic algorithm
Author
Lai, Chih-Chin ; Cheng-Chih Tsai ; Pan, Shing-Tai
Author_Institution
Dept. of Electr. Eng., Nat. Univ. of Kaohsiung, Kaohsiung, Taiwan
fYear
2009
Firstpage
1875
Lastpage
1878
Abstract
In this paper, we introduce an image watermarking scheme using singular value decomposition (SVD) and improved micro-genetic algorithm (micro-GA). In an SVD-based watermarking scheme, the singular values of a cover image are modified by multiple scaling factors to embed the watermark image. Determining proper values of scaling factors to reduce visual artifacts is viewed as an optimization problem and we use the improved micro-GA to search the feasible solution. Experimental results are provided to illustrate the proposed approach is robust to common signal processing attacks.
Keywords
genetic algorithms; watermarking; cover image; image watermarking; micro-genetic algorithm; signal processing attack; singular value decomposition; visual artifact; Computational efficiency; Data mining; Discrete cosine transforms; Discrete wavelet transforms; PSNR; Protection; Robustness; Signal processing algorithms; Singular value decomposition; Watermarking;
fLanguage
English
Publisher
ieee
Conference_Titel
Fuzzy Systems, 2009. FUZZ-IEEE 2009. IEEE International Conference on
Conference_Location
Jeju Island
ISSN
1098-7584
Print_ISBN
978-1-4244-3596-8
Electronic_ISBN
1098-7584
Type
conf
DOI
10.1109/FUZZY.2009.5277391
Filename
5277391
Link To Document