• DocumentCode
    334707
  • Title

    Multi-resolution VQ: parameter meaning and choice

  • Author

    Dugatkin, Diego ; Effros, Michelle

  • Author_Institution
    Dept. of Electr. Eng., California Inst. of Technol., Pasadena, CA, USA
  • Volume
    1
  • fYear
    1998
  • fDate
    1-4 Nov. 1998
  • Firstpage
    159
  • Abstract
    In multi-resolution source coding, a single code is used to give an embedded data description that may be decoded at a variety of rates. Recent work in practical multi-resolution coding treats the optimal design of fixed- and variable-rate tree-structured vector quantizers for multi-resolution coding. In that work the codes are optimized for a designer-specified priority schedule over the system rates, distortions, or slopes. The method relies on a collection of parameters, which may be difficult to choose. This paper explores the meaning and choice of the multi-resolution source coding parameters.
  • Keywords
    image coding; image resolution; rate distortion theory; source coding; vector quantisation; VQ; image coding; multi-resolution source coding; multi-resolution vector quantisation; parameter choice; parameter meaning; rate distortion performance; Algorithm design and analysis; Decoding; Design optimization; Distortion measurement; Iterative algorithms; Lagrangian functions; Mobile communication; Source coding; Vector quantization; Weight measurement;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signals, Systems & Computers, 1998. Conference Record of the Thirty-Second Asilomar Conference on
  • Conference_Location
    Pacific Grove, CA, USA
  • ISSN
    1058-6393
  • Print_ISBN
    0-7803-5148-7
  • Type

    conf

  • DOI
    10.1109/ACSSC.1998.750846
  • Filename
    750846