Title :
Robust VQ-based digital watermarking for memoryless binary symmetric channel
Author :
Pan, Jeng-Shyang ; Sung, Min-Tsang ; Huang, Hsiang-Cheh ; Liao, Bin-Yih
Author_Institution :
Dept. of Electron. Eng., Nat´´l Kaohsiung Univeristy of Appl. Sci., China
Abstract :
Vector quantization (VQ) has been distinguished for its high compression rate in lossy data compression applications. And VQ-based watermarking plays a newly developed branch in digital watermarking research fields. In this paper, we propose optimized schemes for VQ-based image watermarking. We overcome the VQ index assignment problem with genetic algorithm, which is suitable for transmitting the watermarked image over noisy channels. We obtain better robustness of the watermarking algorithm against the effects caused by channel noise in our simulations after inspecting the results from several test images. In addition, to compare with existing schemes in literature, the watermarked image quality in our scheme has approximately the same quality, with better performance in robustness, to the schemes proposed by other researchers. This also proves the effectiveness of our proposed schemes in VQ-based image watermarking for copyright protection.
Keywords :
copyright; cryptography; genetic algorithms; image coding; vector quantisation; watermarking; VQ index assignment problem; VQ-based image watermarking; channel noise; compression rate; copyright protection; genetic algorithm; lossy data compression; memoryless binary symmetric channel; robust VQ based digital watermarking; vector quantization; watermarked image quality; watermarked image transmission; watermarking optimization; Copyright protection; Data compression; Data engineering; Digital images; Genetic algorithms; Image coding; Internet; Noise robustness; Vector quantization; Watermarking;
Conference_Titel :
Circuits and Systems, 2004. ISCAS '04. Proceedings of the 2004 International Symposium on
Print_ISBN :
0-7803-8251-X
DOI :
10.1109/ISCAS.2004.1329729