DocumentCode :
556971
Title :
Preliminary technique to integrate SAR and AIS for ship detection and identification
Author :
Chaturvedi, Setu Kumar ; Chan-Su Yang ; Jung-Hwan Song ; Shanmuagm, P. ; Ouchi, Kazuo
Author_Institution :
Korea Ocean Satellite Center, Korea Ocean R&D Inst., Ansan, South Korea
fYear :
2011
fDate :
26-30 Sept. 2011
Firstpage :
1
Lastpage :
4
Abstract :
This paper presents the preliminary technique to design an integrated system for ships recognition by Synthetic Aperture Radar (SAR) and Automatic Identification System (AIS). The main objective of this work consists of two main stages: The first is to detect the ships near to the port using the SAR and the second is to identify and match the detected ships using AIS with their respective position, size, speed, and course etc. The proposed technique mainly deals with the main stages such as time matching between SAR and AIS data acquisitions and estimation of dead-reckoning (DR) by AIS at the time of image acquisition with known previous positions. Matching was then carried out based on the ships´ hull obtained through SAR and AIS in order to enhance the accuracy in the obtained result. The study was carried out based on the TerraSAR-X image data acquired over the coast of Incheon port on May, 2, 2010 and Tokyo Bay, Japan on May, 30, 2011 at different acquisition times respectively. This study result will provide an important contribution for designing near-real-time operational system for the monitoring of the ships near to coast as well in open sea waters.
Keywords :
image recognition; object recognition; radar imaging; ships; synthetic aperture radar; AIS data acquisition; TerraSAR-X image data; automatic identification system; dead-reckoning; image acquisition; near-real-time operational system; open sea waters; ship detection; ship identification; ship recognition; synthetic aperture radar; time matching; Estimation; Marine vehicles; Monitoring; Oceans; Satellites; Sea measurements; Synthetic aperture radar; AIS; SAR; Ship detection; dead-reckoning; integrated system;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Synthetic Aperture Radar (APSAR), 2011 3rd International Asia-Pacific Conference on
Conference_Location :
Seoul
Print_ISBN :
978-1-4577-1351-4
Type :
conf
Filename :
6087026
Link To Document :
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