Title :
Comparison of ship detectors using polarimetric alos data: Tokyo Bay
Author :
Marino, Armando ; Sugimoto, M. ; Nunziata, Ferdinando ; Hajnsek, Irena ; Migliaccio, Maurizio ; Ouchi, Kazuo
Author_Institution :
Inst. of Environ. Eng., ETH Zurich, Zurich, Switzerland
Abstract :
Ship detection with Synthetic Aperture Radar is a largely investigated topic and a series of operational algorithms are currently exploited by the users community. Polarimetry may play an important rule in this context, since the next generation of SAR satellites will be able to perform large swath polarimetric (either dual or compact) acquisitions. In this work, a comparison of promising ship detectors employing polarimetric information is performed over an ALOS-PALSAR quad-polarimetric dataset acquired over Tokyo Bay (October 2008). Interestingly, a survey of the area is available allowing to provide some quantitative comparison of the different detectors. The results show that the quad polarimetric detectors return better detection performance than the dualor single-polarimetric ones.
Keywords :
artificial satellites; data acquisition; radar detection; radar polarimetry; sensors; ships; spaceborne radar; ALOS-PALSAR quadpolarimetric dataset acquisition; Tokyo bay; next generation SAR satellite; polarimetric ALOS data; ship detector; swath polarimetric acquisition; synthetic aperture radar; Clutter; Detectors; Inspection; Marine vehicles; Scattering; Synthetic aperture radar; Vectors;
Conference_Titel :
Geoscience and Remote Sensing Symposium (IGARSS), 2013 IEEE International
Conference_Location :
Melbourne, VIC
Print_ISBN :
978-1-4799-1114-1
DOI :
10.1109/IGARSS.2013.6723289