• DocumentCode
    960742
  • Title

    Unified Lossy and Near-Lossless Hyperspectral Image Compression Based on JPEG 2000

  • Author

    Carvajal, Gisela ; Penna, Barbara ; Magli, Enrico

  • Author_Institution
    Dipt. di Elettron., Politec. di Torino, Turin
  • Volume
    5
  • Issue
    4
  • fYear
    2008
  • Firstpage
    593
  • Lastpage
    597
  • Abstract
    We propose a compression algorithm for hyperspectral images featuring both lossy and near-lossless compression. The algorithm is based on JPEG 2000 and provides better near-lossless compression performance than 3D-CALIC. We also show that its effect on the results of selected applications is negligible and, in some cases, better than JPEG 2000.
  • Keywords
    data compression; geophysical techniques; geophysics computing; image coding; 3D-CALIC; JPEG 2000; compression algorithm; hyperspectral images; lossy compression; near-lossless compression; CALIC; JPEG 2000; Karhunen–LoÈve transform (KLT); hyperspectral data; lossy compression; near-lossless compression;
  • fLanguage
    English
  • Journal_Title
    Geoscience and Remote Sensing Letters, IEEE
  • Publisher
    ieee
  • ISSN
    1545-598X
  • Type

    jour

  • DOI
    10.1109/LGRS.2008.2000651
  • Filename
    4656454