DocumentCode :
2797374
Title :
Rational Dither Modulation using logarithmic quantization with optimum parameter
Author :
Kalantari, Nima Khademi ; Ahadi, Seyed Mohammad
Author_Institution :
Electr. Eng. Dept., Amirkabir Univ. of Technol., Tehran, Iran
fYear :
2010
fDate :
14-19 March 2010
Firstpage :
1738
Lastpage :
1741
Abstract :
In this paper, a new logarithmic quantization for Rational Dither Modulation (RDM) is presented. It can be shown that the μ-law function produces quantization levels which are in best accordance with the noise characteristics in RDM. However, since the μ-law function cannot be used in its original form, as in, we use it with slight modifications. In order to obtain the optimum quantizer arrangement, which results in minimum error probability, the analytical error probability is obtained and then minimized with respect to μ, which defines the compression level of the logarithmic function. The embedding distortion for the proposed method is also derived. Simulation results show that, using logarithmic quantization, better performance can be achieved in comparison with conventional RDM. Furthermore, as will be shown, the proposed method is more suitable in practice due to its perceptual advantages.
Keywords :
error statistics; image coding; modulation; watermarking; μ-law function; analytical error probability; logarithmic quantization; minimum error probability; noise characteristics; optimum parameter; quantization levels; rational dither modulation; Quantization; Quantization Index Modulation (QIM); Rational Dither Modulation (RDM); digital watermarking; logarithmic quantization;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Acoustics Speech and Signal Processing (ICASSP), 2010 IEEE International Conference on
Conference_Location :
Dallas, TX
ISSN :
1520-6149
Print_ISBN :
978-1-4244-4295-9
Electronic_ISBN :
1520-6149
Type :
conf
DOI :
10.1109/ICASSP.2010.5495458
Filename :
5495458
Link To Document :
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