Title :
Ship detection performance assessment for simulated RCM SAR data
Author :
Atteia, Ghada ; Collins, Michael J.
Author_Institution :
Dept. of Geomatics Eng., Univ. of Calgary, Calgary, AB, Canada
Abstract :
In this paper, we introduce the first analysis of ship detection performance using simulated RADARSAT Constellation Mission (RCM) data in the Ship Detection, Low and Medium Resolution modes. The ship detection performance is assessed for a number of linear and compact polarimetric (CP) dual-polarimetric (dual-pol) systems data simulated from RADARSAT-2 Fine quad mode in the three RCM modes. The impact of the ship orientation with respect to the radar beam and the effect of the imaging mode incidence angle on the ship detection performance are investigated. It has been found that the compact polarimetric SAR detectors outperform the linear dual-pol ones at all RCM modes for medium to high beam incidence angle range. The study findings suggest that the three RCM modes generally and the Ship Detection mode in particular are promising compromise between high ship detection performance and the wide swath width desired for ship surveillance application when acquired with medium to high incidence angle beams.
Keywords :
object detection; radar polarimetry; ships; synthetic aperture radar; CP dual-polarimetric system data; RADARSAT-2 fine quad mode; RCM mode; compact polarimetric SAR detector; compact polarimetric dual-pol system data; compact polarimetric dual-polarimetric system data; high beam incidence angle range; high ship detection performance; imaging mode incidence angle effect; linear polarimetric dual-pol system data; linear polarimetric dual-polarimetric system data; medium beam incidence angle range; radar beam; ship detection low and medium resolution mode; ship detection mode; ship detection performance assessment; ship orientation impact; ship surveillance application; simulated RADARSAT Constellation Mission data; simulated RCM SAR data; wide swath width; Detectors; Image resolution; Imaging; Marine vehicles; Oceans; Radar imaging; Synthetic aperture radar; RCM; compact polarimetry; ship detection;
Conference_Titel :
Geoscience and Remote Sensing Symposium (IGARSS), 2014 IEEE International
Conference_Location :
Quebec City, QC
DOI :
10.1109/IGARSS.2014.6946482