• DocumentCode
    1889511
  • Title

    Improved ship detection using dual-frequency polarimetric synthetic aperture radar data

  • Author

    Lee, Ken Yoong ; Bretschneider, Timo Rolf

  • Author_Institution
    EADS Innovation Works Singapore, Singapore, Singapore
  • fYear
    2011
  • fDate
    24-29 July 2011
  • Firstpage
    2274
  • Lastpage
    2277
  • Abstract
    This paper addresses ship target detection in dual-frequency single polarization and fully polarimetric SAR data by using a global thresholding approach. The corresponding threshold values were determined from the gamma distribution (for single-polarization SAR data) and the chi-squared distribution (for fully polarimetric SAR data). Based on the experimental results, which were obtained from nine-look NASA/JPL AIRSAR POLSAR data, the complementary use of both the C- and L-band was found to remove ghost ships (due to azimuth ambiguity) and improve the resolution of ship targets. Moreover, it was observed that the use of fully polarimetric SAR information reduced undesired artifacts, which were particularly noticeable in the C-band single-polarization outputs.
  • Keywords
    gamma distribution; object detection; radar polarimetry; remote sensing by radar; ships; synthetic aperture radar; NASA JPL AIRSAR POLSAR data; chi squared distribution; dual frequency polarimetric synthetic aperture radar; fully polarimetric SAR; gamma distribution; global thresholding approach; ship target detection; Clutter; L-band; Marine vehicles; NASA; Radar imaging; Synthetic aperture radar; Training; POLSAR; Wilks´ lambda; global thresholding; ship detection; statistical distribution;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Geoscience and Remote Sensing Symposium (IGARSS), 2011 IEEE International
  • Conference_Location
    Vancouver, BC
  • ISSN
    2153-6996
  • Print_ISBN
    978-1-4577-1003-2
  • Type

    conf

  • DOI
    10.1109/IGARSS.2011.6049662
  • Filename
    6049662