Title :
Water-filling for watermarking?
Author_Institution :
Dept. of Electr. & Comput. Eng., Toronto Univ., Ont., Canada
Abstract :
Addresses the question of whether water-filling is appropriate for watermarking. The water-filling paradigm is a traditional solution to the capacity maximization of parallel zero-mean additive white Gaussian channels subject to a signal energy constraint. We take an information theoretic approach to analyze the watermark communication problem in the presence of perceptual coding. Our effective watermark channel is modeled as a set of parallel independent zero-mean uniformly distributed additive noise channels. Energy allocation principles are identified to maximize the capacity results. Our findings are compared to the traditional water-filling solution and shed light on strategies to maximize the data hiding rate in the presence of compression
Keywords :
AWGN channels; channel capacity; channel coding; data compression; digital communication; information theory; message authentication; optimisation; channel capacity maximization; data compression; data hiding rate; digital watermarking; energy allocation principles; information theory; parallel independent zero-mean uniformly distributed additive noise channels; parallel zero-mean additive white Gaussian channels; perceptual coding; signal energy constraint; water-filling paradigm; watermark channel modelling; watermark communication problem; AWGN; Additive noise; Additive white noise; Data encapsulation; Degradation; Gaussian channels; Gaussian noise; Information analysis; Quantization; Watermarking;
Conference_Titel :
Multimedia and Expo, 2000. ICME 2000. 2000 IEEE International Conference on
Conference_Location :
New York, NY
Print_ISBN :
0-7803-6536-4
DOI :
10.1109/ICME.2000.871002