• DocumentCode
    484494
  • Title

    Extraction of Building Heights from VHR SAR Imagery using an Iterative Simulation and Match Procedure

  • Author

    Brunner, Dominik ; Lemoine, Guido ; Bruzzone, Lorenzo

  • Author_Institution
    Eur. Comm. - Joint Res. Centre, Ispra
  • Volume
    4
  • fYear
    2008
  • fDate
    7-11 July 2008
  • Abstract
    The new spaceborne very high resolution (VHR) SAR sensors onboard the TerraSAR-X and COSMO-SkyMED satellites have a spatial resolution of up to 1 meter. In VHR SAR data, features from individual urban structures (like buildings) can be identified in their characteristic settings in urban settlement patterns. In this paper, we present a novel methodology for the height estimation for generic man made structures from single power SAR data. The proposed approach is based on the definition of a hypothesis on the height of the building and on the simulation of a SAR image for that hypothesis. Then a matching procedure is applied between the estimated and the actual SAR images in order to validate the height assumption. The process is iterated for different initial height assumptions until the matching function is satisfied and thus the building height is estimated. The efficiency and the properties of the proposed method are demonstrated for the height estimation of flat- and gable roof buildings from a VHR airborne SAR scene and for a pyramid in Giza (Egypt) from VHR TerraSAR-X SPOT beam data.
  • Keywords
    feature extraction; geophysical techniques; interferometry; polarimetry; remote sensing; spaceborne radar; synthetic aperture radar; 3D reconstruction method; COSMO-SkyMED satellite; Egypt; Giza pyramid; Kirchhoff approximation; TerraSAR-X satellite; VHR-SAR image; airborne sensor; building height extraction; gable roof building; generic man made structure estimation; image detection; image extraction; interferometric data; match procedure; matching function; polarimetric data; spaceborne sensor; synthetic aperture radar; urban settlement pattern; urban structure; very-high resolution image; Buildings; Computational modeling; Computer simulation; Data mining; Image reconstruction; Image sensors; Layout; Protection; Sensor phenomena and characterization; Spatial resolution; 3D reconstruction; VHR SAR; building detection; height extraction;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Geoscience and Remote Sensing Symposium, 2008. IGARSS 2008. IEEE International
  • Conference_Location
    Boston, MA
  • Print_ISBN
    978-1-4244-2807-6
  • Electronic_ISBN
    978-1-4244-2808-3
  • Type

    conf

  • DOI
    10.1109/IGARSS.2008.4779677
  • Filename
    4779677