• DocumentCode
    2662811
  • Title

    Classification of stricken residential houses by the mid niigata prefecture earthquake based on POLSAR image analysis

  • Author

    Sato, Ryoichi ; Soma, Koji ; Yajima, Yuki ; Yamaguchi, Yoshio ; Yamada, Hiroyoshi

  • Author_Institution
    Niigata Univ., Niigata
  • fYear
    2007
  • fDate
    23-28 July 2007
  • Firstpage
    200
  • Lastpage
    203
  • Abstract
    This report attempts to apply a hybrid classification technique based on POLSAR image analysis to detect the man- made residential houses in a local mountainous area stricken by the Mid Niigata Prefecture Earthquake. The present hybrid scheme includes the scattered power decomposition method based on physical scattering nature and the scattering feature extraction method using polarimetric correlation coefficient. From the results of the image analysis for actual POLSAR data, it is verified that the present hybrid scheme provides us accurate classification of the man-made targets even in the severe mountainous
  • Keywords
    building; earthquakes; feature extraction; image classification; radar polarimetry; remote sensing by radar; synthetic aperture radar; POLSAR image analysis; image classification; local mountainous area; man-made targets; mid Niigata Prefecture earthquake; polarimetric correlation coefficient; scattered power decomposition; scattering feature extraction; stricken residential houses; Cities and towns; Earthquake engineering; Educational technology; Feature extraction; Humans; Image analysis; Large-scale systems; Power engineering and energy; Radar scattering; Terrain factors; POLSAR; man-made target classification in stricken area; polarimetric correlation coefficient; scattered power decomposition;
  • 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.2007.4422764
  • Filename
    4422764