• DocumentCode
    1550951
  • Title

    Predictive multistage vector quantizer design using asymptotic closed-loop optimization

  • Author

    Khalil, Hosam ; Rose, Kenneth

  • Author_Institution
    Dept. of Electr. & Comput. Eng., California Univ., Santa Barbara, CA, USA
  • Volume
    10
  • Issue
    11
  • fYear
    2001
  • fDate
    11/1/2001 12:00:00 AM
  • Firstpage
    1765
  • Lastpage
    1770
  • Abstract
    This correspondence builds on the asymptotic closed-loop approach to predictive vector quantizer design (Khalil et al. 2001), and extends it to the design of predictive multistage vector quantizers for low bit rate video coding. The design approach resolves longstanding shortcomings, in particular, design stability and empty-cell problems. Simulation results show substantial gains over traditional design approaches
  • Keywords
    optimisation; prediction theory; vector quantisation; video coding; asymptotic closed-loop optimization; design stability; empty-cell problems; low bit rate video coding; predictive multistage vector quantizer design; predictive multistage vector quantizers; predictive vector quantizer design; Algorithm design and analysis; Bit rate; Design optimization; Discrete cosine transforms; Image coding; Iterative algorithms; Stability; Vector quantization; Video coding; Video compression;
  • fLanguage
    English
  • Journal_Title
    Image Processing, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1057-7149
  • Type

    jour

  • DOI
    10.1109/83.967403
  • Filename
    967403