• DocumentCode
    576601
  • Title

    Stricken man-made object detection using scattering power decomposition with NNED and rotation of the covariance matrix

  • Author

    Sato, Ryoichi ; Takahashi, Yuta ; Yamaguchi, Yoshio ; Yamada, Hiroyoshi

  • Author_Institution
    Fac. of Educ., Niigata Univ., Niigata, Japan
  • fYear
    2012
  • fDate
    22-27 July 2012
  • Firstpage
    5121
  • Lastpage
    5124
  • Abstract
    This paper proposes a simple man-made object detection method by utilizing the nonnegative eigenvalue decomposition (NNED) [1] and a unitary rotation [2] to the covariance matrix. It is observed from the result of the PolSAR image analysis using the proposed method that the double-bounce scattering contribution Pd becomes stronger than that by the conventional scattering power decomposition even when the stricken residential houses are built on rough and slope ground surface. Furthermore, in order to analytically verify the improved effect for the stricken man-made object detection, the Finite-Difference Time-Domain (FDTD) polarimetric scattering analysis is also carried out for a simplified man-made objects model, which consists of quad dielectric rectangular parallelepipeds on finite circular plate with rough surface. The rectangular parallelepipeds are considered as a simplified man-made buildings model. It is cleared from the FDTD result that the enhancement of Pd can be realized by doing the C22 rotation, in addition to the NNED procedure.
  • Keywords
    geophysical techniques; remote sensing by radar; synthetic aperture radar; Finite-Difference Time-Domain polarimetric scattering analysis; PolSAR image analysis; conventional scattering power decomposition; covariance matrix rotation; double-bounce scattering contribution; finite circular plate; nonnegative eigenvalue decomposition; quad dielectric rectangular parallelepipeds; rough ground surface; scattering power decomposition; simple man-made object detection method; simplified man-made buildings model; simplified man-made objects model; slope ground surface; stricken man-made object detection; Covariance matrix; Finite difference methods; Image analysis; Matrix decomposition; Scattering; Solid modeling; Time domain analysis; nonnegative eigenvalue decomposition (NNED); polarimetric synthetic aperture radar (PolSAR); radar polarimetry; rotation of covariance matrix; stricken man-made object detection;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Geoscience and Remote Sensing Symposium (IGARSS), 2012 IEEE International
  • Conference_Location
    Munich
  • ISSN
    2153-6996
  • Print_ISBN
    978-1-4673-1160-1
  • Electronic_ISBN
    2153-6996
  • Type

    conf

  • DOI
    10.1109/IGARSS.2012.6352458
  • Filename
    6352458