DocumentCode :
143865
Title :
A method for the reduction of ship-detection false alarms due to SAR azimuth ambiguity
Author :
Avolio, Corrado ; Costantini, Mario ; Di Martino, Gerardo ; Iodice, Antonio ; Macina, Flavia ; Ruello, Giuseppe ; Riccio, Daniele ; Zavagli, Massimo
Author_Institution :
e-Geos, Rome, Italy
fYear :
2014
fDate :
13-18 July 2014
Firstpage :
3694
Lastpage :
3697
Abstract :
Due to the finite pulse repetition frequency and non-ideal antenna pattern, the presence of “ghosts” on SAR images of maritime scenes is frequently observed. This phenomenon can lead to an increase in false alarm rate in ship-detection applications. In this paper we propose to use the recently developed “asymmetric mapping and selective filtering” (AM&SF) method for the filtering of azimuth ambiguities on stripmap SAR images as a preliminary step of an adaptive-threshold cell-averaging constant-false-alarm-rate ship-detection algorithm. We show that use of this preliminary filtering step allows us to significantly improve the performance of the ship detection by reducing the false alarm rate, without reducing the detection rate. The proposed framework is positively applied to a couple of Cosmo/SkyMed SAR images.
Keywords :
filters; object detection; radar imaging; remote sensing by radar; ships; synthetic aperture radar; Cosmo-SkyMed SAR images; SAR azimuth ambiguity; SAR image ghosts; adaptive threshold ship detection algorithm; asymmetric mapping and selective filtering method; azimuth ambiguity filtering; cell averaging ship detection algorithm; constant false alarm rate ship detection algorithm; nonideal antenna pattern; pulse repetition frequency; ship detection false alarm reduction; stripmap SAR images; Azimuth; Filtering theory; Marine vehicles; Remote sensing; Synthetic aperture radar; Wiener filters; SAR; azimuth ambiguity; ship detection;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Geoscience and Remote Sensing Symposium (IGARSS), 2014 IEEE International
Conference_Location :
Quebec City, QC
Type :
conf
DOI :
10.1109/IGARSS.2014.6947285
Filename :
6947285
Link To Document :
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