Title :
Analysis of the detection performance of Coherent Scatterers in SAR images
Author :
Sanjuan-Ferrer, Maria J. ; Hajnsek, Irena ; Papathanassiou, Konstantinos P.
Author_Institution :
Microwaves & Radar Inst., German Aerosp. Center (DLR), Oberpfaffenhofen, Germany
Abstract :
The identification of scatterers having a point-like behavior in SAR images has become an important topic with a wide range of applications, from calibration to information extraction. So far, three different approaches are available for the Coherent Scatterer (CS) detection, based on spectral correlation techniques using only a single SAR image. In this paper, a new approach based on the generalized likelihood ratio test (GLRT) is introduced. An extensive performance analysis using the different detection methods is presented, comparing the new proposed method with the previous ones. Lastly, the new approach is tested using real data.
Keywords :
calibration; correlation methods; image sensors; radar imaging; synthetic aperture radar; CS detection; GLRT; SAR image scattering identification; calibration; coherent scatterer detection; generalized likelihood ratio test; information extraction; spectral correlation technique; Bandwidth; Clutter; Correlation; Spatial resolution; Synthetic aperture radar; Thyristors; Coherent Scatterers; Synthetic Aperture Radar (SAR); TerraSAR-X; detection;
Conference_Titel :
Geoscience and Remote Sensing Symposium (IGARSS), 2012 IEEE International
Conference_Location :
Munich
Print_ISBN :
978-1-4673-1160-1
Electronic_ISBN :
2153-6996
DOI :
10.1109/IGARSS.2012.6351260