• DocumentCode
    2107683
  • Title

    Polarmetric SAR data compression using wavelet packets in a block coding scheme

  • Author

    Cumming, I. ; Wang, J.

  • Author_Institution
    Dept. of Electr. & Comput. Eng., British Columbia Univ., Canada
  • Volume
    2
  • fYear
    2002
  • fDate
    24-28 June 2002
  • Firstpage
    1126
  • Abstract
    Previously progress has been made in designing wavelet compression schemes for SAR image data. In this paper, we propose an improvement to the wavelet method based on a subdivision of the image into blocks, so that an optimal bit allocation can be made based on each block´s statistics. Unlike single-channel SAR data, polarimetric data have HH, VV and HV channels of radar intensity images, plus the phase differences between them. We examine the information redundancy among these channels, and optimize the block coding scheme across the polarimetric channels and spatial blocks to improve compression performance. Experimental results using SIR-C data show significant improvement in coding efficiency.
  • Keywords
    data compression; image coding; radar imaging; radar polarimetry; spaceborne radar; synthetic aperture radar; transform coding; wavelet transforms; HH channels; HV channels; SAR image data; SIR-C data; VV channels; block coding scheme; compression performance; information redundancy; optimal bit allocation; phase differences; polarimetric SAR data compression; polarimetric channels; polarimetric data; radar intensity images; single-channel SAR data; spatial blocks; wavelet compression schemes; wavelet method; wavelet packets; Bit rate; Block codes; Data compression; Discrete wavelet transforms; Frequency; Image coding; Speckle; Statistics; Wavelet analysis; Wavelet packets;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Geoscience and Remote Sensing Symposium, 2002. IGARSS '02. 2002 IEEE International
  • Print_ISBN
    0-7803-7536-X
  • Type

    conf

  • DOI
    10.1109/IGARSS.2002.1025797
  • Filename
    1025797