DocumentCode
3065883
Title
Polarimetric ATI slow target detection in a log likelihood framework
Author
Stacy, Nick ; Preiss, M.
Author_Institution
Defence Sci. & Technol. Organ., Edinburgh, SA, Australia
fYear
2013
fDate
21-26 July 2013
Firstpage
3163
Lastpage
3166
Abstract
The detection of slow moving targets for maritime surveillance applications can be achieved using target and clutter differences in backscatter magnitude and Along Track Interferometric (ATI) phase. This paper builds upon a previous evaluation of Synthetic Aperture Radar (SAR) ATI in a log likelihood framework to include polarimetric information. The log likelihood framework enables the assessment of detection performance as a function of scene characteristics for single, dual and fully polarimetric radars. Receiver operator curves are generated for modeled scenarios using measured polarimetric backscatter and estimates of ATI coherency. For the scenarios considered, the application of the log likelihood approach provides a significant reduction in false alarm rate compared to ATI phase detection and performance improves with the inclusion of additional polarimetric channels.
Keywords
object detection; radar interferometry; radar polarimetry; remote sensing by radar; surveillance; synthetic aperture radar; along track interferometry; log likelihood framework; maritime surveillance applications; polarimetric ATI slow target detection; receiver operator curves; slow moving target detection; synthetic aperture radar; Backscatter; Clutter; Covariance matrices; Noise; Radar tracking; Sea measurements; Synthetic aperture radar; Along Track Interferometry; Maritime Surveillance; Polarimetric SAR;
fLanguage
English
Publisher
ieee
Conference_Titel
Geoscience and Remote Sensing Symposium (IGARSS), 2013 IEEE International
Conference_Location
Melbourne, VIC
ISSN
2153-6996
Print_ISBN
978-1-4799-1114-1
Type
conf
DOI
10.1109/IGARSS.2013.6723498
Filename
6723498
Link To Document