• DocumentCode
    327015
  • Title

    A new approach for interpretation of SAR-data using polarimetric techniques

  • Author

    Hellmann, M.

  • Author_Institution
    Aerosp. Res. Establ., Oberpfaffenhofen, Germany
  • Volume
    4
  • fYear
    1998
  • fDate
    6-10 Jul 1998
  • Firstpage
    2195
  • Abstract
    Radar polarimetry is a well established technique for classification of land use features. Several investigations have reported the use of polarimetric data to map Earth terrain types and land covers and have advanced a good understanding of polarimetric scattering mechanisms. In this paper 3 different approaches are outlined. The first one is a neural network classification using entropy H and α-angle from the Cloude decomposition theorem (CDT) as input parameters. The second approach is an extended H-α-classification using not only the H and α parameters but also the first eigenvalue. Finally an approach is discussed using the 6 eigenvalues from C-band and L-band. The main advantage of these methods is strong correlation between the results and the physical reality which makes this methods suitable for un-supervised and automatic classification. The potential of this methods is demonstrated using spaceborne data acquired during the 2nd SIR-C/X-SAR mission of the test site Oberpfaffenhofen, Germany (data take 30.00)
  • Keywords
    geophysical techniques; geophysics computing; image classification; neural nets; radar imaging; radar polarimetry; remote sensing by radar; synthetic aperture radar; C-band; CDT; Cloude decomposition theorem; L-band; SAR; data interpretation; eigenvalue; entropy; geophysical measurement technique; image classification; land cover; land surface; land use feature; neural net; neural network; radar imaging; radar polarimetry; radar remote sensing; synthetic aperture radar; terrain mapping; terrain type; Antenna measurements; Data mining; Eigenvalues and eigenfunctions; Entropy; Microwave technology; Neural networks; Polarization; Radar scattering; Space missions; Space technology;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Geoscience and Remote Sensing Symposium Proceedings, 1998. IGARSS '98. 1998 IEEE International
  • Conference_Location
    Seattle, WA
  • Print_ISBN
    0-7803-4403-0
  • Type

    conf

  • DOI
    10.1109/IGARSS.1998.703784
  • Filename
    703784