Enhancements for Persistent Scatterer Interferometry with High Resolution SAR
Gernhardt, Stefan and Hinz, Stefan and Adam, Nico and Bamler, Richard (2007) Enhancements for Persistent Scatterer Interferometry with High Resolution SAR. In: Proceedings of FRINGE 2007, pp. 1-7. FRINGE 2007, 26.-30. Nov. 2007, Frascati, Italy.
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With the new class of meter-resolution SAR satellites like TerraSAR-X, Radarsat-2 or Cosmo SkyMed, new potentials and new challenges concerning the identification and motion estimation of PS arise. First inspections of TerraSAR-X interferograms show that the high resolution should lead to a markedly increase of PS in terms of spatial density. On the other hand, the resolution gives also rise to prominent scattering areas (instead of point scatterers) in numerous cases. In the presented study, we analyze the specific scattering effects with real TerraSAR-X images and propose adapted processing strategies to exploit the new class of data. Concerning the identification of persistent scattering areas, we developed a differential-geometric blob detection scheme which was inspired by similar techniques known from optical image sequence or video processing. Based on local contrast and shape criteria, this algorithm extracts compact image areas that remain approximately constant over a subset of images. In addition, numerous geometric and radiometric attributes are calculated from the extracted image primitives, which allow the final classification of PS areas. Not only the appearance of PS areas but the higher density of PS in general seems to call for adapted motion estimation algorithms. To better exploit these effects we employ models for coupled motions, i.e. dependencies between motions of neighbouring PS. It is in particular interesting to analyze the behaviour of the estimation accuracy based on the type of dependency and the amount of noise. We exemplify the potential of this approach by numerical quality assessment based on various simulations.
|Document Type:||Conference or Workshop Item (Speech, Paper)|
|Title:||Enhancements for Persistent Scatterer Interferometry with High Resolution SAR|
|Journal or Publication Title:||Proceedings of FRINGE 2007|
|Page Range:||pp. 1-7|
|Keywords:||TerraSAR-X, High Resolution Spotlight Persistent Scatterer Interferometry|
|Event Title:||FRINGE 2007|
|Event Location:||Frascati, Italy|
|Event Type:||international Conference|
|Event Dates:||26.-30. Nov. 2007|
|HGF - Research field:||Aeronautics, Space and Transport|
|HGF - Program:||Space|
|HGF - Program Themes:||W - no assignement|
|DLR - Research area:||Space|
|DLR - Program:||W - no assignement|
|DLR - Research theme (Project):||W -- no assignement|
|Institutes and Institutions:||Remote Sensing Technology Institute > SAR Signal Processing|
|Deposited By:||Stefan Gernhardt|
|Deposited On:||27 Oct 2010 13:30|
|Last Modified:||04 Apr 2013 10:08|
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