• DocumentCode
    969412
  • Title

    Urban-Target Recognition by Means of Repeated Spaceborne SAR Images

  • Author

    Perissin, Daniele ; Ferretti, Alessandro

  • Author_Institution
    Politecnico di Milano, Milan
  • Volume
    45
  • Issue
    12
  • fYear
    2007
  • Firstpage
    4043
  • Lastpage
    4058
  • Abstract
    The relative low resolution (~25 m times 5 m on the ground) of spaceborne C-band synthetic aperture radar (SAR) data as acquired, for example, by European Space Agency sensors ERS and Envisat, can be significantly increased (up to submeter precisions) by processing coherently long series of images. Moreover, by analyzing the amplitude of the radar signal and by exploiting polarization diversity, the main radar characteristics of urban targets can be estimated, and a system for automatic recognition of a set of scattering structures can be developed. In this paper, we study the variation of the amplitude of the received radar signal as a function of the acquisition geometry [normal baseline and Doppler centroid (DC)] to retrieve the extension of the targets in range and azimuth. The dependence of the radar amplitude on temperature at the time of acquisition has been discovered to be very useful to identify extended resonating targets. Dihedrals are discriminated from specular or trihedral reflectors through the phase of Envisat alternating polarization (AP) acquisitions. By means of all gathered radar measurements, the bases for the development of a system for the automatic recognition of six main typologies of urban SAR targets (ground-level and elevated backscatterers, simple and resonating dihedrals, poles and trihedrals) have been laid. Radar data are then combined with in situ surveys and aerial photos, allowing a first assessment of the methodology in urban area.
  • Keywords
    airborne radar; geophysical signal processing; geophysical techniques; object recognition; radar interferometry; radar polarimetry; synthetic aperture radar; Doppler centroid acquisition geometry; automatic scattering structure recognition; elevated backscatterers; extended resonating targets; ground level backscatterers; normal baseline acquisition geometry; radar signal amplitude; radar signal polarization diversity; repeated spaceborne SAR images; resonating dihedrals; resonating poles; resonating trihedrals; simple dihedrals; simple poles; simple trihedrals; spaceborne C band SAR; synthetic aperture radar; urban target recognition; Doppler radar; Image recognition; Image resolution; Image sensors; Polarization; Radar imaging; Radar scattering; Spaceborne radar; Synthetic aperture radar; Target recognition; Interferometry; polarimetry; radar target recognition; synthetic aperture radar (SAR); urban areas;
  • fLanguage
    English
  • Journal_Title
    Geoscience and Remote Sensing, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0196-2892
  • Type

    jour

  • DOI
    10.1109/TGRS.2007.906092
  • Filename
    4378562