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Abstract: In this paper we consider the problem of capacity analysis in the framework of information-theoretic model of data hiding. Capacity is determined by the stochastic model of the host image, by the distortion constraints and by the side information about watermarking channel state available at the encoder and at the decoder. We emphasize the importance of proper modeling of image statistics and outline the possible decrease in the expected fundamental capacity limits if there is a mismatch... (Update)
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.... the solution to this problem in our ongoing research, and will exploit it for other applications such as image compression and watermarking [22] where noise is not a critical issue. 7. ACKNOWLEDGEMENTS This work was partially supported by the Swiss SNF Grant No 21 064837.01...
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BibTeX entry: (Update)
S.Voloshynovskiy, O.Koval, F.Deguillaume, and T. Pun, , "Data hiding capacity analysis for real images based on stochastic non-stationary geometrical models", in IS&T/SPIE's annual Symposium, Electronic Imaging 2003: Security and Watermarking of Multimedia Content, Santa Clara, California USA, 20-24 Jan. 2003. http://citeseer.ist.psu.edu/voloshynovskiy03data.html More
@misc{ voloshynovskiy03data,
author = "S. Voloshynovskiy and O. Koval and F. Deguillaume and T. Pun",
title = "Data hiding capacity analysis for real images based on stochastic non-stationary
geometrical models",
text = "S.Voloshynovskiy, O.Koval, F.Deguillaume, and T. Pun, , Data hiding capacity
analysis for real images based on stochastic non-stationary geometrical
models, in IS&T/SPIE's annual Symposium, Electronic Imaging 2003: Security
and Watermarking of Multimedia Content, Santa Clara, California USA, 20-24
Jan. 2003.",
year = "2003",
url = "citeseer.ist.psu.edu/voloshynovskiy03data.html" }
Citations (may not include all citations):109 Image coding based on mixture modeling of wavelet coefficien.. - LoPresto, Ramchandran et al. - 1997
83 Information-theoretic analysis of information hiding - Moulin, O'Sullivan - 1999
23 Low-complexity image denoising based on statistical modeling.. - Mihcak, Kozintsev et al. - 1999
11 The role of information theory in watermarking and its appli.. (context) - Moulin - 2001
11 A framework for evaluating the data-hiding capacity of image.. - Moulin, Mihcak - 2002
9 Rate-distortion analysis of spike processes (context) - Weidmann, Vetterli - 1999
8 Spatially adaptive statistical modeling of wavelet image coe.. (context) - Mihak, Kozintsev et al. - 1999
4 Wavelet-based image denoising using non-stationary stochasti.. - Voloshynovskiy, Koval et al. - 2003
2 Optimal diversity watermarking with channel state estimation (context) - Voloshynovskiy, Deguillaume et al. - 2001
2 Robust digital watermarking with channel state estimation (context) - Voloshynovskiy, Deguillaume et al. - 2003
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