Title :
Hybrid-polarimetry architecture to observe metallic targets at sea
Author :
Paes, Rafael L. ; Nunziata, Ferdinando ; Migliaccio, Maurizio
Abstract :
In this study, target at sea detection is addressed using Hybrid Polarity (HP) Synthetic Aperture Radar (SAR) architecture. Wave polarimetry concepts are used to define HP features that are used to observe targets at sea. The sensitivity of HP features to both targets and the surrounding environment is analyzed through some objective norms, namely the Figure-of-Merit (FoM), the sensitivity to the background variability, the dependence on sea state and target´s characteristics. Experiments undertaken on HP measurements emulated from Radarsat-2 and ALOS-PALSAR full-polarimetric actual SAR data demonstrate the effectiveness of the proposed HP approach and the different sensitivity of HP features to targets and background sea characteristics. Following those results, a ranking the HP features performance is proposed which mainly highlights that HP features complement each other in the detection process. Finally, a Constant False Alarm Rate (CFAR) approach is proposed to exploit two HP features for target detection in a unsupervised way.
Keywords :
geophysical signal processing; geophysical techniques; object detection; radar detection; radar polarimetry; remote sensing by radar; synthetic aperture radar; ALOS-PALSAR; CFAR approach; FoM; HP measurements; Radarsat-2; SAR architecture; background variability; constant false alarm rate approach; figure-of-merit; full-polarimetric actual SAR data; hybrid polarity; hybrid-polarimetry architecture; metallic targets; sea detection; synthetic aperture radar architecture; target detection; Feature extraction; Indexes; Sea state; Sea surface; Sensitivity; Synthetic aperture radar; hybrid polarization; performance metric; polarimetric synthetic aperture radar; remote sensing; sea surface; target detection;
Conference_Titel :
Environmental Energy and Structural Monitoring Systems (EESMS), 2014 IEEE Workshop on
Conference_Location :
Naples
Print_ISBN :
978-1-4799-4989-2
DOI :
10.1109/EESMS.2014.6923257