• DocumentCode
    329554
  • Title

    Multitemporal SAR image compression

  • Author

    Mercier, Grégoire ; Mouchot, Marie- Catherine ; Cazuguel, Guy

  • Author_Institution
    Dept. ITI, Ecole Nat. Superieure des Telecommun. de Bretagne, Brest, France
  • Volume
    1
  • fYear
    1998
  • fDate
    4-7 Oct 1998
  • Firstpage
    760
  • Abstract
    In this paper, we propose a new method for compressing with loss temporal series of SAR images. The algorithm requires a reference scene used as an input in the compression process. The compression is achieved through affine transformations, comparable to the ones used in fractal coding, but applied here in a non-convergent way. Blocks in the image to be compressed are defined by a non-overlapping recursive partition. They are replaced by blocks taken from the reference image on which affine transformations, containing isometries and grey level adjustments, have been applied. This algorithm is very powerful, and outperforms classical algorithms (such that JPEG, EPIC or fractals) at high compression ratio with poor loss of critical information. Some results are presented with RADARSAT Antarctica and sea ice images which can be compressed at 44:1, and brought on icebreaker via an affordable INMARSAT connection, while still remaining of sufficient quality for ship routing usage
  • Keywords
    data compression; image coding; radar imaging; synthetic aperture radar; RADARSAT Antarctica; SAR image compression; affine transformations; loss temporal series; multitemporal image compression; non-overlapping recursive partition; reference scene; sea ice images; ship routing; synthetic aperture radar; Antarctica; Fractals; Frequency; Image coding; Layout; Marine vehicles; Partitioning algorithms; Propagation losses; Routing; Transform coding;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Image Processing, 1998. ICIP 98. Proceedings. 1998 International Conference on
  • Conference_Location
    Chicago, IL
  • Print_ISBN
    0-8186-8821-1
  • Type

    conf

  • DOI
    10.1109/ICIP.1998.723606
  • Filename
    723606