DocumentCode :
3690563
Title :
Robust change detection in urban area using multi-temporal polarimetric UAVSAR data
Author :
Duk-jin Kim;Scott Hensley;Sang-Ho Yun
Author_Institution :
Jet Propulsion Laboratory, California Institute of Technology, USA
fYear :
2015
fDate :
7/1/2015 12:00:00 AM
Firstpage :
2801
Lastpage :
2804
Abstract :
SAR change detection is useful when emergency situations occurred and weather conditions are unfavourable. In this study, a change detection using multi-temporal polarimetric UAVSAR data was investigated in urban environment. The most robust polarimetric parameter was evaluated, and change detction techniques using maximum likelihood ratio and hyperbolic tanget function were applied to the selected parameters. The comparison results with Google Earth´s historical images showed a quite good agreement. A fitting of hyperbolic tangent function to the multi-temporal polarimetric parameters much reduced the false alarm rate, and it also provide whether the building was constructed or destructed and when the the changes occurred.
Keywords :
"Buildings","Synthetic aperture radar","Urban areas","Covariance matrices","Robustness","Radar imaging","Earth"
Publisher :
ieee
Conference_Titel :
Geoscience and Remote Sensing Symposium (IGARSS), 2015 IEEE International
ISSN :
2153-6996
Electronic_ISBN :
2153-7003
Type :
conf
DOI :
10.1109/IGARSS.2015.7326396
Filename :
7326396
Link To Document :
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