Title :
A novel polarimetric SAR ship detection filter
Author :
Xi Zhang ; Jie Zhang ; Jun-min Meng ; Li-min Chen
Author_Institution :
First Inst. of Oceanogr., State Oceanic Adm. (SOA), Qingdao, China
Abstract :
Synthetic aperture radar (SAR) ship detection is an important application in the context of environment and security monitoring. Many ship detection algorithms have been developed by image-based techniques. However, speckle and natural physical phenomenon, e.g., fronts, internal waves, etc., can cause false alarms and reduce their detection performances. In this paper, a new physical approach which considers ship having dominant double-bounced scattering contribution and therefore, predicting a completely different scattering mechanism for ship targets and sea surface, is here proposed. Based on this rationale, a new simple and very effective filtering technique has been conceived and implemented. Experiments, accomplished over fully polarimetric L-band Uninhabited Aerial Vehicle (UAV) SAR data, show the effectiveness of the proposed approach.
Keywords :
aerospace computing; autonomous aerial vehicles; filtering theory; geophysical image processing; object detection; oceanographic techniques; radar computing; radar imaging; radar polarimetry; remote sensing by radar; ships; synthetic aperture radar; UAV; dominant double-bounced scattering contribution; environment monitoring; filtering technique; image-based techniques; natural physical phenomenon; polarimetric L-band uninhabited aerial vehicle SAR data; polarimetric SAR ship detection filter; scattering mechanism; sea surface; security monitoring; speckle phenomenon; synthetic aperture radar; Synthetic aperture radar (SAR); polarimetric characteristics; scattering; ship detection;
Conference_Titel :
Radar Conference 2013, IET International
Conference_Location :
Xi´an
Electronic_ISBN :
978-1-84919-603-1
DOI :
10.1049/cp.2013.0158