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http://dx.doi.org/10.6109/JKIICE.2009.13.9.1767

Robust and Secure InIm-based 3D Watermarking Scheme using Cellular Automata Transform  

Piao, Yong-Ri (광운대학교 전자공학과 3DRC)
Kim, Seok-Tae (부경대학교 정보통신공학과)
Abstract
A robust and secure InIm(Integral imaging)-based 3D watermarking scheme using cellular automata transform (CAI) is proposed. In the InIm-based 3D watermarking scheme, the elemental image array (EIA) watermark for the target watermark which has to be detected, is synthesized from the computational pickup process of InIm and embedded in a cover image. The EIA watermark can provide a robust reconstruction of the target watermark However, the 3D property of the EIA watermark causes a weakening of the security. To overcome this problem, the proposed method uses the CAT domain to embed and extract the EIA watermark in the cover image. The use of CAT significantly improves the security for our watermarking algorithm using a single secure key only. Experiments are presented to show that the proposed scheme shows robust and secure performances against various attacks.
Keywords
Cellular automata transform; Basis function; Integral imaging; Elemental image; 3D watermarking;
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1 S. Kishk and B. Javidi, "3D object watermarking by a 3D hidden data," Opt. Express 11, pp. 874-886, 2003   DOI   PUBMED
2 D. -H. Shin and H. Yoo, "Image quality enhancement in 3D computational integral imaging by use of interpolation methods," Opt. Express 15, pp. 12039-12049, 2007   DOI   PUBMED
3 W. Xiao, Z. Ji, J. Zhang, and W. Wu, "A watermarking algorithm based on chaotic encryption," Proc. IEEE TENCON'02, pp. 545-548, 2002
4 S. Kishk and B. Javidi, "Information hiding technique with double phase encoding," Appl. Opt. 41, pp. 5462-5470, 2002   DOI   PUBMED
5 M. A. Suhail and M. S. Obaidat, 'Digital watermarking based DCT and JPEG model,' IEEE Trans. Instrum. Meas. Vol. 52, pp.1640-1647, 2003   DOI   ScienceOn
6 C. L. Chang, Y. J. Zhang, and Y. Y. Gdong "CA for Edge detection of Images," IEEE International Conference on Machine Learning and Cybernetics, Shanghai, pp. 3830-3834, 2004
7 N. F. Johnson, Z. Duric, and S. Jajodia, "Information Hiding, Steganography and Watermarking-Attacks and Countermeasures Advances in Information Security," Vol. 1, Kluwer Academic, 2001
8 Chuan-Fu Wu and Wen-Shyong Hsieh, 'Digital watermarking using zerotree of DCT,' IEEE Trans. Consum. Electron. Vol. 46, pp. 87-94, 2000   DOI   ScienceOn
9 B. Viher, A. Dobnikar, and D. Zazula, "Cellular automata and follicle recognition problem and possibilities of using cellular automata for image recognition purposes," Int. J. Med. Inform. Vol. 49, pp. 231-241, 1998   DOI   ScienceOn
10 G. C. Langelaar, I. Setyawan and, R. L. Lagendijk, "Watermarking digital image and video data. A state of the art overview", IEEE Signal Proc. Mag. 17, pp. 20-46, 2000
11 R. Shiba, S. Kang, and Y. Aoki, "An image watermarking technique using CAT," TENCON 2004, 2004 IEEE Region 10 Conference 1, pp. 303-306, 2004
12 H. Yoo and D. -H. Shin, "Improved analysis on the signal property of computational integral imaging system," Opt. Express 15, pp. 14107-14114, 2007   DOI   PUBMED
13 S. Hong, J.-S. Jang and B. Javidi, "Three-dimensional volumetric object reconstruction using computational integral imaging," Opt. Express 12, pp. 483-491, 2004   DOI   PUBMED
14 D.-C. Hwang, D.-H. Shin, and E.-S. Kim, "A novel three-dimensional digital watermarking scheme basing on integral imaging," Opt. Commun. 277, pp. 40–49, 2007   DOI   ScienceOn
15 H.-j. Wang, P.-C. Su, and C.-C. J. Kuo, "Wavelet-based digital image watermarking," Opt. Express 3, pp. 491-496, 1998   DOI   PUBMED
16 M. Arnold, M. Schmucker, and S. D. Wolthusen, "Techniques and Applications of Digital Watermarking and Content Protection," Artech House, 2003