• DocumentCode
    1345363
  • Title

    Context-based lossless interband compression-extending CALIC

  • Author

    Wu, Xiaolin ; Memon, Nasir

  • Author_Institution
    Dept. of Comput. Sci., Univ. of Western Ontario, London, Ont., Canada
  • Volume
    9
  • Issue
    6
  • fYear
    2000
  • fDate
    6/1/2000 12:00:00 AM
  • Firstpage
    994
  • Lastpage
    1001
  • Abstract
    This paper proposes an interband version of CALIC (context-based, adaptive, lossless image codec) which represents one of the best performing, practical and general purpose lossless image coding techniques known today. Interband coding techniques are needed for effective compression of multispectral images like color images and remotely sensed images. It is demonstrated that CALIC´s techniques of context modeling of DPCM errors lend themselves easily to modeling of higher-order interband correlations that cannot be exploited by simple interband linear predictors alone. The proposed interband CALIC exploits both interband and intraband statistical redundancies, and obtains significant compression gains over its intrahand counterpart. On some types of multispectral images, interband CALIC can lead to a reduction in bit rate of more than 20% as compared to intraband CALIC. Interband CALIC only incurs a modest increase in computational cost as compared to intraband CALIC
  • Keywords
    adaptive codes; codecs; correlation methods; differential pulse code modulation; entropy codes; image coding; image colour analysis; linear predictive coding; remote sensing; spectral analysis; statistical analysis; DPCM errors; bit rate reduction; color images; compression gains; computational cost; context-based adaptive lossless image codec; context-based lossless interband compression; entropy coding contexts; higher-order interband correlations; interband CALIC; interband coding; interband linear predictors; interband statistical redundancy; intraband CALIC; intraband statistical redundancy; lossless image coding; multispectral images; remotely sensed images; Codecs; Color; Computer science; Context modeling; Humans; Ice; Image coding; Image reconstruction; Multispectral imaging; Remote sensing;
  • fLanguage
    English
  • Journal_Title
    Image Processing, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1057-7149
  • Type

    jour

  • DOI
    10.1109/83.846242
  • Filename
    846242