• DocumentCode
    583990
  • Title

    On exact model-based scattering decomposition of polarimetric SAR data

  • Author

    Cui, Yi ; Yamaguchi, Yoshio ; Yang, Jian ; Kobayashi, Hirokazu

  • Author_Institution
    Dept. of Inf. Eng., Niigata Univ., Niigata, Japan
  • fYear
    2012
  • fDate
    Oct. 29 2012-Nov. 2 2012
  • Firstpage
    106
  • Lastpage
    109
  • Abstract
    Model-based scattering decomposition [1-4] is an effective and popular tool for analyzing polarimetric SAR (PolSAR) data due to its clear physical explanation, convenient implementation, and easy visual interpretation. This technique aims to express the measured PolSAR data as the combination of different scattering mechanisms. However, the original three-component model proposed by Freeman and Durden [1] assumes azimuthal reflection symmetry and consequently does not use the complete information of the covariance or coherency matrix. Recent advances focused on increasing component numbers (e.g., the four-component model [2]) or reducing the number of knowns (e.g., by matrix rotation [3]), with the purpose to account for more elements in the matrix data. Nevertheless, it is to the best knowledge of the authors that finding a physically meaningful matrix expansion (i.e., model-based) that exactly (but not approximately) matches the measured data remains an unresolved task.
  • Keywords
    covariance matrices; electromagnetic wave scattering; radar polarimetry; synthetic aperture radar; azimuthal reflection symmetry; coherency matrix; covariance matrix; matrix expansion; matrix rotation; model based scattering decomposition; polarimetric SAR data; three-component scattering model; Atmospheric measurements; Data models; Eigenvalues and eigenfunctions; Matrix decomposition; Particle measurements; Remote sensing; Scattering;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Antennas and Propagation (ISAP), 2012 International Symposium on
  • Conference_Location
    Nagoys
  • Print_ISBN
    978-1-4673-1001-7
  • Type

    conf

  • Filename
    6393862