• 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