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