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
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;
Conference_Titel :
Fuzzy Systems, 2009. FUZZ-IEEE 2009. IEEE International Conference on
Conference_Location :
Jeju Island
Print_ISBN :
978-1-4244-3596-8
Electronic_ISBN :
1098-7584
DOI :
10.1109/FUZZY.2009.5277391