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