Title :
Reconstruction of missing data in interferometric SAR systems
Author :
Pinheiro, M. ; Rodriguez-Cassola, Marc ; Prats-Iraola, Pau ; Krieger, Gerhard ; Reigber, Andreas ; Moreira, Alberto
Author_Institution :
Microwaves & Radar Inst., German Aerosp. Center (DLR), Oberpfaffenhofen, Germany
Abstract :
Missing echoes in the raw data introduce artifacts that might be noticeable in processed SAR images. As a consequence, recovery methods must be applied to ensure the high quality of the images. Although spectral estimation based interpolators are suitable for the recovery of point-like targets, their efficiency is poor for distributed ones. In this paper we propose a new reconstruction method for interferometric systems, which uses the common information in one image of a coherent pair to recover the other and vice versa. Since a typical example of missing data happens when acquiring with the bistatic mode of TanDEM-X, the proposed method is verified with data from a bistatic TanDEM-X survey in addition to simulated data. The results show that the proposed reconstruction can significantly improve the accuracy of the resulting interferograms.
Keywords :
image reconstruction; radar interferometry; synthetic aperture radar; TanDEM-X; bistatic mode; interferometric SAR systems; missing data reconstruction; Azimuth; Calibration; Coherence; Data models; Image reconstruction; Reconstruction algorithms; Synthetic aperture radar; Image restoration; Interferometry; Synthetic Aperture Radar;
Conference_Titel :
Geoscience and Remote Sensing Symposium (IGARSS), 2013 IEEE International
Conference_Location :
Melbourne, VIC
Print_ISBN :
978-1-4799-1114-1
DOI :
10.1109/IGARSS.2013.6723220