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Digital Watermarking using Multi-resolution Characteristic of 2D Cellular Automata Transform  

Piao, Yong-Ri (부경대학교 정보통신공학과 정보시스템 연구실)
Kim, Seok-Tae (부경대학교 전자컴퓨터정보통신공학부)
Abstract
In this paper, we propose a digital watermarking method using Multi-resolution Characteristic of 2D CAT (2D cellular automata transform). Firstly, we select the gateway values to generate a basis function and the basis function transforms images into cellular automata space. Then, we embed the random bit sequence as watermark in specific parts of cellular automata transform coefficients. The proposed method not only verifies higher fidelity than the existing method but also stronger stability on JPEG lossy compression, filtering, sharpening and noise through tests for robustness. Moreover, the proposed scheme allows only one 2D CAT basis function per gateway value. Since there are $2^{96}$ possible gateway values.
Keywords
셀룰러 오토마타 변환;게이트웨이 값;기저함수;다 해상도;안전성;강인성;
Citations & Related Records
Times Cited By KSCI : 2  (Citation Analysis)
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1 M. Arnold, M. Schmucker, and S. D.Wolthusen, "Techniques and Applications of Digital watermarking and Content Protection",Artech House, Boston, London, 2003
2 W. C. Chu, "DCT-Based Image Watermarking Using Sub-sampling", IEEE Trans. on Multimedia, Vol.1, pp.34-38, 2003   DOI   ScienceOn
3 I. J. Cox, J. Killian, T. Leghton, and T.Shamoon, "Secure Spread Spectrum watermarkingfor Multimedia", IEEE Transactions onImage Processing Vol.6, No. 12, pp.1673-1687,1997   DOI   ScienceOn
4 S. Joo, Y. Suh, J. Shin, H. Kikuchi, and S. –J.Cho, "A New Robust Watermark Embeddinginto Wavelet DC Components", ETRI Journal,Vol.24, No. 5, pp.401-404, 2002   DOI   ScienceOn
5 Olu Lafe, "Cellular Automata Transforms:Theory and Application in Multimedia Compression, Encryption, and Modeling",Kluwer Academic Publishers, Boston/Dordrecht/London, 2000
6 J. W. Wang, G. Liu, Y. W. Dai, J. S. Sun, Z.Q. Wang, and S. G. Lian, "Locally optimumDetection for barni's Multiplicative Watermarking in DWT domain", InternationalJournal of Signal Processing, Vol.88, No. 1,pp.117-130, 2008   DOI   ScienceOn
7 S. Wolfram, "Statical Mechanic of Cellular Automata", Review of Modern Physiscs,Vol.55, pp.601-644, 1983   DOI
8 S. Wolfram, "Computational Theory of CellularAutomata in Cellular Automata and Complexity", Addison-Wesley, pp.150-202,1984
9 박영일, 김석태, "선형계수확장 기반의 새로운 웨이블릿 워터마킹", 한국통신학회 논문지, Vol.32, pp.16-22, 2006   과학기술학회마을
10 SHIBA Reiko, KANG Seok, and AOKIYoshinao 'An image watermarking techniqueusing cellular automata transform', IEEE Region 10 conference, TENCON 2004,proceedings analog and digital techniques inelectrical engineering, Thailand, pp.21-24,November 2004
11 J. Von Neumann, 'The General and LogicalTheory of Automata', Collected Works, A. H.Taub, Vol.5, pp.288, 1963
12 M. A. Suhail, and M. S. Obaidat, "Digital Watermarking based DCT and JPEG Model".IEEE Trans. on Instrumentation andMeasurement, Vol.52, No.5, pp.1640-1647,2003   DOI   ScienceOn
13 이경훈, 김용훈, 이태홍, "웨이블릿 기반의 강인한 패턴 디지털 워터마킹 방법", 한국 멀티미디어 학회 논문지, Vol.7, No. 1, pp.98-105, 2004
14 박영일, 김석태, "웨이블릿 기반의 자기참조 기법을 이용한 블라인드 워터마킹", 한국통신학회 논문지, Vo. 33, No. 1, pp.62-67, 2008   과학기술학회마을
15 J. Y. Huang, and C. S. Yang, "Image Digital Watermarking Algorithm using Multiresolution Wavelet Transform", Proc. IEEE International Conference on Systems, Man & Cybernetics,Hague, Netherlands, pp.2977-2982, 2004