• DocumentCode
    1933383
  • Title

    H/α polarimetric features for man-made target classification

  • Author

    Berizzi, F. ; Martorella, M. ; Capria, A. ; Paladini, R. ; Calugi, D.

  • Author_Institution
    Dept. of Inf. Eng., Univ. of Pisa, Pisa
  • fYear
    2008
  • fDate
    26-30 May 2008
  • Firstpage
    1
  • Lastpage
    6
  • Abstract
    Entropy (H)/ Alpha (alpha)/ Anisotropy (A) polarimetric features are largely employed in polarimetric SAR for supervised and/or unsupervised land classification. Can these features be exploited for classifying man-made targets? This paper answers this question by proposing: 1) A technique for extracting H/alpha/A parameters from High Resolution Range Profiles (HRRP) of the target 2) A MAP classifier based on such parameters 3) A performance analysis of such classifier based on simulated polarimetric radar data of ships.
  • Keywords
    radar polarimetry; synthetic aperture radar; SAR; high resolution range profiles; man-made target classification; polarimetric features; radar; synthetic aperture radar; Anisotropic magnetoresistance; Data mining; Entropy; Marine vehicles; Polarization; Radar imaging; Radar polarimetry; Radar scattering; Radar theory; Synthetic aperture radar; Automatic Target Classification; Polarimetry; Radar;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Radar Conference, 2008. RADAR '08. IEEE
  • Conference_Location
    Rome
  • ISSN
    1097-5659
  • Print_ISBN
    978-1-4244-1538-0
  • Electronic_ISBN
    1097-5659
  • Type

    conf

  • DOI
    10.1109/RADAR.2008.4721003
  • Filename
    4721003