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
fDate :
7/1/2015 12:00:00 AM
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"
Conference_Titel :
Geoscience and Remote Sensing Symposium (IGARSS), 2015 IEEE International
Electronic_ISBN :
2153-7003
DOI :
10.1109/IGARSS.2015.7326396