Abstract
In this paper, we propose a methodology for embedding watermark image data into color images. At the transmitter, the signature image is encoded by a multiple description encoder. The information of the two descriptions are embedded in the host image in the spatial domain in the red and blue components. Furthermore, this scheme requires no knowledge of the original image for the recovery of the signature image, yet yields high signal-to-noise ratios for the recovered output. At the receiver, the multiple description decoder combines the information of each description and reconstructs the original signature image. We experiment the proposed scheme for embedding a gray-scale signature image of 128×128 pixels size in the spatial domain of a color host image of 512×512 pixels. Simulation results show that data embedding based on multiple description coding has low visible distortions in the host image and robustness to various signal processing and geometrical attacks, such as addition of noise, quantization, cropping and down-sampling.
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References
Petitcolas, F.A.P., Anderson, R.J., Kuhn, M.G.: Information Hiding-a Survey. Proceedings of the IEEE 87(7), 1062–1078 (1999)
Chae, J.J., Manjunath, B.S.: A Robust Embedded Data from Wavelet Coefficients. In: Proc. of SPIE, Storage and Retrieval for Image and Video Databases VI, pp. 308–317 (1998)
Wolfgang, R.B., Podilchuk, C.I., Delp, E.J.: Perceptual watermarks for digital images and video. Proceedings of the IEEE 87(7), 1108–1126 (1999)
Swanson, M.D., Zhu, B., Tewfik, A.H.: Transparent Robust Image Watermarking. In: Proceeding of the IEEE International Conference on Image Processing, vol. 2, pp. 676–679 (1997)
Mukherjee, D., Chae, J.J., Mitra, S.K., Manjunath, B.S.: A Source and Channel-Coding Framework for Vector-Based Data Hiding in Video. IEEE Trans. on Circuits and System for Video Technology 10(6), 630–645 (2000)
Ashourian, M., Ho, Y.S.: Multiple Description Coding for Image Data Hiding Jointly in the Spatial and DCT Domains. In: Qing, S., Gollmann, D., Zhou, J. (eds.) ICICS 2003. LNCS, vol. 2836, pp. 179–190. Springer, Heidelberg (2003)
Ashourian, M., Ho, Y.S.: Multiple Description Coding for Image Data Hiding in the Spatial Domain. In: Yazıcı, A., Şener, C. (eds.) ISCIS 2003. LNCS, vol. 2869, pp. 659–666. Springer, Heidelberg (2003)
Ashourian, M., Ho, Y.S.: Blind Image Data Hiding in the Wavelet Domain. In: Aizawa, K., Nakamura, Y., Satoh, S. (eds.) PCM 2004. LNCS, vol. 3333, pp. 659–666. Springer, Heidelberg (2004)
Bas, P., Le Bihan, N., Chassery, J.-M.: Color image watermarking using quaternion Fourier transform. In: IEEE International Conference on Acoustics, Speech, and Signal Processing, vol. 3, pp. 521–524 (2003)
Barni, M., Bartolini, F., Piva, A.: Multichannel watermarking of color images. IEEE Transactions on Circuits and Systems for Video Technology 12(3), 142–156 (2002)
Ahmidi, N., Safabakhsh, R.: A novel DCT-based approach for secure color image watermarking. Proceedings Information Technology, Coding and Computing 2, 709–713 (2004)
Kutter, M., Winkler, S.: A Vision-Based Masking Model for Spread-Spectrum Image Watermarking. IEEE Transactions on Image Processing 11(1), 16–25 (2002)
Piyu, T., Chung, C.: A color image watermarking scheme based on color quantization. Elsevier Signal Processing archive 84(1), 95–106 (2004)
Parisis, A., Carre, P., Fernandez, M.C., Laurent, N.: Color image watermarking with adaptive strength of insertion. In: IEEE International Conference on Acoustics, Speech, and Signal Processing, vol. 3, pp. 85–88 (2004)
Hartung, F., Kutter, M.: Multimedia watermarking techniques. Proceedings of the IEEE 87(7), 1079–1107 (1999)
Kutter, M., Jordan, F., Bossen, F.: Digital watermarking of color images using amplitude modulation. J. Electron. Imaging. 7(2), 326–332 (1998)
Kuo, C.C.J., Hung, C.H.: Robust Coding Technique-Transform Encryption Coding for Noisy Communication. Optical Eng. 32(1), 150–153 (1993)
Goyal, V.K.: Multiple Description Coding: Compression Meets the Network. IEEE Signal Processing Magazine 18(5), 74–93 (2001)
Vaishampayan, V.A.: Design of Multiple Description Scalar Quantizers. IEEE Trans. on Information Theory 39(5), 821–834 (1993)
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Ashourian, M., Moallem, P., Ho, YS. (2005). A Robust Method for Data Hiding in Color Images. In: Ho, YS., Kim, HJ. (eds) Advances in Multimedia Information Processing - PCM 2005. PCM 2005. Lecture Notes in Computer Science, vol 3768. Springer, Berlin, Heidelberg. https://doi.org/10.1007/11582267_23
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DOI: https://doi.org/10.1007/11582267_23
Publisher Name: Springer, Berlin, Heidelberg
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