• DocumentCode
    451029
  • Title

    Robust processing of SAR hologram data to mitigate impulse noise impairments

  • Author

    Kurekin, A. ; Marshall, D. ; Radford, D. ; Lever, Ken

  • Author_Institution
    Cardiff Univ., UK
  • Volume
    1
  • fYear
    2005
  • fDate
    25-28 July 2005
  • Abstract
    The standard linear algorithm for synthetic aperture radar (SAR) image synthesis consists of fusing the real and imaginary components of the hologram data, and applying a matched filter to the radar returns from each point to generate the SAR image. This algorithm becomes inefficient when the SAR hologram data are corrupted by impulse noise due to data transmission and coding/decoding errors. The degradation of synthesized SAR images in the presence of impulse noise in the hologram data is considered and new nonlinear algorithms based on robust estimation are proposed. Experimental results for measured SAR data are presented. It is shown that the proposed algorithms efficiently reject impulse noise and substantially improve SAR image quality.
  • Keywords
    holography; image coding; image denoising; impulse noise; interference suppression; matched filters; radar imaging; sensor fusion; synthetic aperture radar; SAR image synthesis; coding-decoding error; data transmission; hologram data fusion; impulse noise corruption; matched filter; nonlinear algorithm; standard linear algorithm; synthetic aperture radar; Azimuth; Image generation; Matched filters; Noise robustness; Optical noise; Radar antennas; Radar imaging; Signal processing algorithms; Signal synthesis; Synthetic aperture radar; Synthetic aperture radar; fusion; hologram; image synthesis; robust estimate;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information Fusion, 2005 8th International Conference on
  • Print_ISBN
    0-7803-9286-8
  • Type

    conf

  • DOI
    10.1109/ICIF.2005.1591901
  • Filename
    1591901