• DocumentCode
    1031141
  • Title

    Fast search techniques for use in vector quantisation and related pattern matching applications

  • Author

    Kaouri, H.A. ; McCanny, J.V. ; Millar, W.

  • Author_Institution
    Queen´s University of Belfast, Department of Electrical & Electronic Engineering, Belfast, UK
  • Volume
    23
  • Issue
    7
  • fYear
    1987
  • Firstpage
    311
  • Lastpage
    312
  • Abstract
    Two techniques for the design and fast search of a vector quantiser codebook are proposed. These classify speech data vectors according to (i) the sign and (ii) the slope between successive samples. With both techniques the performance obtained is superior to that obtained from a conventional gain/shape vector quantiser and comparable to that of a full search vector quantiser. A major attraction of both approaches is that they significantly reduce the number of computations required for the codebook search.
  • Keywords
    bandwidth compression; computerised pattern recognition; computerised picture processing; computerised signal processing; data compression; speech analysis and processing; classify speech data vectors; codebook search; computation reduction; fast search techniques; pattern matching applications; performance; sign; slop between successive samples; vector quantisation; vector quantiser codebook;
  • fLanguage
    English
  • Journal_Title
    Electronics Letters
  • Publisher
    iet
  • ISSN
    0013-5194
  • Type

    jour

  • DOI
    10.1049/el:19870231
  • Filename
    4257559