• DocumentCode
    2684130
  • Title

    Complex scene analysis from Time-Frequency statistics of POLSAR data

  • Author

    Ferro-Famil, Laurent ; Reigber, Andreas

  • Author_Institution
    Univ. of Rennes 1, Rennes
  • fYear
    2007
  • fDate
    23-28 July 2007
  • Firstpage
    5182
  • Lastpage
    5185
  • Abstract
    This article presents a statistical approach for the study of PolSAR images using Time-Frequency (TF) correlation properties. PolSAR information is analyzed using a linear time- frequency (TF) decomposition which permits to describe a scene polarimetric behavior for different azimuth angles of observation and frequencies of illumination. A TF signal model is proposed and studied using two statistical descriptors related to the signal stationary aspect and coherence in the time-frequency domain. These indicators are shown to provide complementary information for an enhanced description of the scene.
  • Keywords
    geophysical techniques; radar polarimetry; statistical analysis; synthetic aperture radar; PolSAR images; Time-Frequency correlation properties; Time-Frequency signal model; linear time- frequency decomposition; signal stationary aspect; statistical approach; Anisotropic magnetoresistance; Azimuth; Buildings; Electromagnetic scattering; Image analysis; Layout; Radar scattering; Signal analysis; Statistical analysis; Time frequency analysis;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Geoscience and Remote Sensing Symposium, 2007. IGARSS 2007. IEEE International
  • Conference_Location
    Barcelona
  • Print_ISBN
    978-1-4244-1211-2
  • Electronic_ISBN
    978-1-4244-1212-9
  • Type

    conf

  • DOI
    10.1109/IGARSS.2007.4424029
  • Filename
    4424029