Title :
The facilitation of SRTM DEM-derived interferogram to accurate DEM reconstruction
Author :
Wang, Zhenlin ; Xiang, Zheng ; Wang, Kaizhi ; Liu, Xingzhao ; Yu, Wenxian
Author_Institution :
Dept. of Electron. Eng., Shanghai Jiao Tong Univ., Shanghai, China
Abstract :
A novel approach is proposed in this paper to exploit the Shuttle Radar Topography Mission (SRTM) digital elevation model (DEM) to improve the accuracy of digital elevation model (DEM) reconstruction in interferometric synthetic aperture Radar (InSAR). The proposed algorithm can be applied to facilitate the DEM reconstruction problem, i.e, the raw and simulated interferograms can be fused by introducing a user-defined weighting factor, that is, in regions of higher coherence, the raw interferogram with the interferometry method are remained, and in regions of lower coherence, the interferogram is updated with the simulated one. Some experimental results with ERS data verify the theoretical analysis and show that the method can improve the performance of the DEM reconstruction to a great extent.
Keywords :
digital elevation models; radar interferometry; synthetic aperture radar; digital elevation model reconstruction; interferometric synthetic aperture radar; interferometry method; raw interferogram; shuttle radar topography mission; Antennas; Coherence; Image reconstruction; Interferometry; Orbits; Pixel; Synthetic aperture radar; Interferometric synthetic aperture radar (InSAR); Shuttle Radar Topography Mission (SRTM); interferogram fusion; interferogram simulation;
Conference_Titel :
Signal Processing (ICSP), 2010 IEEE 10th International Conference on
Conference_Location :
Beijing
Print_ISBN :
978-1-4244-5897-4
DOI :
10.1109/ICOSP.2010.5657098