• DocumentCode
    1435347
  • Title

    Extraction of power line maps from millimeter-wave polarimetric SAR images

  • Author

    Sarabandi, Kamal ; Park, Moonsoo

  • Author_Institution
    Dept. of Electr. Eng. & Comput. Sci., Michigan Univ., Ann Arbor, MI, USA
  • Volume
    48
  • Issue
    12
  • fYear
    2000
  • fDate
    12/1/2000 12:00:00 AM
  • Firstpage
    1802
  • Lastpage
    1809
  • Abstract
    Radar backscatter of power lines has lower values than those of the surrounding ground clutter when the power line is oriented at an off-normal direction with respect to the radar line of sight. For power lines, the traditional detection algorithms that are commonly based on the statistics of the backscatter power of the clutter and target result in excessive false-alarm rates due to very low signal-to-clutter ratio. The application of a statistical polarimetric detection algorithm that significantly improves the signal-to-clutter ratio is demonstrated. The coherence between the co- and cross-polarized backscatter components is used as the detection parameter. This statistical detection parameter can be applied to any extended targets such as a suspended cable in clutter background. Detection criteria based on clutter backscattering coefficients, power line size, and aspect angle, as well as the number of independent samples are obtained. The performance of the algorithm for mapping power lines in SAR images is demonstrated using a number of low-grazing incidence polarimetric SAR images at 35 GHz
  • Keywords
    backscatter; electromagnetic wave polarisation; feature extraction; power overhead lines; radar clutter; radar detection; radar imaging; radar polarimetry; statistical analysis; synthetic aperture radar; 35 GHz; EHF; MM-wave polarimetric SAR images; algorithm performance; aspect angle; backscatter power statistics; clutter backscattering coefficients; co-polarized backscatter; cross-polarized backscatter; detection algorithms; extended targets; false-alarm rates; ground clutter; low signal-to-clutter ratio; low-grazing incidence; off-normal direction; power line maps extraction; power line size; power lines; radar backscatter; radar line of sight; signal-to-clutter ratio; statistical detection parameter; statistical polarimetric detection algorithm; suspended cable; Backscatter; Clutter; Detection algorithms; Helicopters; Military aircraft; Millimeter wave radar; Radar detection; Radar polarimetry; Safety; Synthetic aperture radar;
  • fLanguage
    English
  • Journal_Title
    Antennas and Propagation, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-926X
  • Type

    jour

  • DOI
    10.1109/8.901268
  • Filename
    901268