DocumentCode :
1889511
Title :
Improved ship detection using dual-frequency polarimetric synthetic aperture radar data
Author :
Lee, Ken Yoong ; Bretschneider, Timo Rolf
Author_Institution :
EADS Innovation Works Singapore, Singapore, Singapore
fYear :
2011
fDate :
24-29 July 2011
Firstpage :
2274
Lastpage :
2277
Abstract :
This paper addresses ship target detection in dual-frequency single polarization and fully polarimetric SAR data by using a global thresholding approach. The corresponding threshold values were determined from the gamma distribution (for single-polarization SAR data) and the chi-squared distribution (for fully polarimetric SAR data). Based on the experimental results, which were obtained from nine-look NASA/JPL AIRSAR POLSAR data, the complementary use of both the C- and L-band was found to remove ghost ships (due to azimuth ambiguity) and improve the resolution of ship targets. Moreover, it was observed that the use of fully polarimetric SAR information reduced undesired artifacts, which were particularly noticeable in the C-band single-polarization outputs.
Keywords :
gamma distribution; object detection; radar polarimetry; remote sensing by radar; ships; synthetic aperture radar; NASA JPL AIRSAR POLSAR data; chi squared distribution; dual frequency polarimetric synthetic aperture radar; fully polarimetric SAR; gamma distribution; global thresholding approach; ship target detection; Clutter; L-band; Marine vehicles; NASA; Radar imaging; Synthetic aperture radar; Training; POLSAR; Wilks´ lambda; global thresholding; ship detection; statistical distribution;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Geoscience and Remote Sensing Symposium (IGARSS), 2011 IEEE International
Conference_Location :
Vancouver, BC
ISSN :
2153-6996
Print_ISBN :
978-1-4577-1003-2
Type :
conf
DOI :
10.1109/IGARSS.2011.6049662
Filename :
6049662
Link To Document :
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