• DocumentCode
    1518058
  • Title

    A context based adaptive arithmetic coding technique for lossless image compression

  • Author

    Triantafyllidis, G.A. ; Strintzis, M.G.

  • Author_Institution
    Inf. Process. Lab., Aristotelian Univ. of Thessaloniki, Greece
  • Volume
    6
  • Issue
    7
  • fYear
    1999
  • fDate
    7/1/1999 12:00:00 AM
  • Firstpage
    168
  • Lastpage
    170
  • Abstract
    Significant progress has recently been made in lossless image compression using discrete wavelet transforms. The overall performance of these schemes may be further improved by properly designing efficient entropy coders. A new technique is introduced for the implementation of context based adaptive arithmetic entropy coding. This technique is based on the prediction of the value of the current transform coefficient, using a weighted least squares method, in order to achieve appropriate context selection for arithmetic coding. Experimental results illustrate and evaluate the performance of the proposed technique.
  • Keywords
    adaptive codes; arithmetic codes; data compression; discrete wavelet transforms; entropy codes; image coding; least squares approximations; prediction theory; transform coding; context based adaptive arithmetic coding; context selection; discrete wavelet transforms; efficient entropy coders; experimental results; lossless image compression; performance evaluation; transform coefficient prediction; weighted least squares method; Arithmetic; Context modeling; Discrete transforms; Discrete wavelet transforms; Entropy coding; Image coding; Least squares methods; Linear regression; Pixel; Probability;
  • fLanguage
    English
  • Journal_Title
    Signal Processing Letters, IEEE
  • Publisher
    ieee
  • ISSN
    1070-9908
  • Type

    jour

  • DOI
    10.1109/97.769360
  • Filename
    769360