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Urban Digital Elevation Model Reconstruction Using Very High Resolution Multichannel InSAR Data.

Authors :
Shabou, A.
Baselice, F.
Ferraioli, G.
Source :
IEEE Transactions on Geoscience & Remote Sensing. Nov2012, Vol. 50 Issue 11, p4748-4758. 11p.
Publication Year :
2012

Abstract

Interferometric synthetic aperture radar (SAR) (InSAR) systems allow 3-D reconstruction of observed scene. In this paper, an innovative approach for phase unwrapping and digital elevation model (DEM) generation using multichannel InSAR data is presented. The proposed algorithm, exploiting both the amplitude and phase of the available complex data, is able to unwrap and simultaneously regularize the observed data. In particular, the exploitation of amplitude data within the unwrapping chain helps in preserving sharp discontinuities typical of urban areas. As a result, the technique provides accurate DEM reconstructions. For this aim, a Markovian approach, together with a new graph-cut-based optimization algorithm, has been considered. The method has been developed specifically to work in urban areas with very high resolution InSAR image stacks, being able to automatically compensate possible phase offsets. Results on both simulated and real case studies are reported, showing the effectiveness of the method. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
01962892
Volume :
50
Issue :
11
Database :
Academic Search Index
Journal :
IEEE Transactions on Geoscience & Remote Sensing
Publication Type :
Academic Journal
Accession number :
101186292
Full Text :
https://doi.org/10.1109/TGRS.2012.2191155