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Ship Detection Using SAR and AIS Raw Data for Maritime Surveillance

Manzoni Vieira, Fabio and Vincent, François and Tourneret, Jean-Yves and Bonacci, David and Spigai, Marc and Ansart, Marie and Richard, Jacques Ship Detection Using SAR and AIS Raw Data for Maritime Surveillance. (2016) In: 24th European Signal Processing Conference (EUSIPCO), 29 August 2016 - 2 September 2016 (Budapest, Hungary).

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Official URL: http://www.eurasip.org/Proceedings/Eusipco/Eusipco2016/papers/1570252342.pdf

Abstract

This paper studies a maritime vessel detection method based on the fusion of data obtained from two different sensors, namely a synthetic aperture radar (SAR) and an automatic identification system (AIS) embedded in a satellite. Contrary to most methods widely used in the literature, the present work proposes to jointly exploit information from SAR and AIS raw data in order to detect the absence or presence of a ship using a binary hypothesis testing problem. This detection problem is handled by a generalized likelihood ratio detector whose test statistics has a simple closed form expression. The distribution of the test statistics is derived under both hypotheses, allowing the corresponding receiver operational characteristics(ROCs) to be computed. The ROCs are then used to compare the detection performance obtained with different sensors showing the interest of combining information from AIS and radar.

Item Type:Conference or Workshop Item (Speech)
Additional Information:ISBN : 978-0-9928-6265-7/16/
HAL Id:hal-01419452
Audience (conference):International conference proceedings
Uncontrolled Keywords:
Institution:French research institutions > Centre National des Etudes Spatiales - CNES (FRANCE)
French research institutions > Centre National de la Recherche Scientifique - CNRS (FRANCE)
Université de Toulouse > Ecole Nationale de l'Aviation Civile - ENAC (FRANCE)
Université de Toulouse > Institut National Polytechnique de Toulouse - INPT (FRANCE)
Université de Toulouse > Institut Supérieur de l'Aéronautique et de l'Espace - ISAE-SUPAERO (FRANCE)
Other partners > Institut Mines-Télécom (FRANCE)
Other partners > Rockwell Collins (FRANCE)
Other partners > Thales (FRANCE)
Université de Toulouse > Université Toulouse III - Paul Sabatier - UPS (FRANCE)
Université de Toulouse > Université Toulouse - Jean Jaurès - UT2J (FRANCE)
Université de Toulouse > Université Toulouse 1 Capitole - UT1 (FRANCE)
Other partners > Direction Générale de l’Aviation Civile - DGAC (FRANCE)
Other partners > IRT Saint Exupéry - Institut de Recherche Technologique (FRANCE)
Laboratory name:
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Deposited By: Francois VINCENT
Deposited On:19 Dec 2016 13:43

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