• DocumentCode
    2511751
  • Title

    Effects of polarization on wide-angle SAR classification performance

  • Author

    Dungan, Kerry E. ; Potter, Lee C.

  • Author_Institution
    Dept. of Electr. & Comput. Eng., Ohio State Univ., Columbus, OH, USA
  • fYear
    2010
  • fDate
    14-16 July 2010
  • Firstpage
    50
  • Lastpage
    53
  • Abstract
    Including polarization to circular synthetic aperture radar imagery increases the diversity of information as compared to non-polarized collections. The additional information improves classification performance in a civilian vehicle identification application. Effects of azimuth extent are also investigated. Radar imagery is represented as sets of attributed scattering centers, and vehicles are identified by a pyramid match hashing based, point pattern classifier. The experiments contrast classification performance in a variety of experiments with and without polarization.
  • Keywords
    image classification; pattern matching; polarisation; radar imaging; synthetic aperture radar; SAR imaging; civilian vehicle identification; point pattern classifier; polarization; pyramid match hashing; synthetic aperture radar; Azimuth; Radar imaging; Scattering; Synthetic aperture radar; Training; Vehicles;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Aerospace and Electronics Conference (NAECON), Proceedings of the IEEE 2010 National
  • Conference_Location
    Fairborn, OH
  • ISSN
    0547-3578
  • Print_ISBN
    978-1-4244-6576-7
  • Type

    conf

  • DOI
    10.1109/NAECON.2010.5712923
  • Filename
    5712923