Enhancing Automatic Maritime Surveillance Systems With Visual Information

被引:65
作者
Bloisi, Domenico D. [1 ]
Previtali, Fabio [1 ]
Pennisi, Andrea [2 ]
Nardi, Daniele [1 ]
Fiorini, Michele [3 ]
机构
[1] Univ Roma La Sapienza, Dept Comp Control & Management Engn, I-00185 Rome, Italy
[2] Vrije Univ Brussel, Dept Elect & Informat ETRO, B-1050 Brussels, Belgium
[3] Selex ES SpA, I-00195 Rome, Italy
关键词
Video analysis; infrared surveillance; object detection; sensor fusion; FACE;
D O I
10.1109/TITS.2016.2591321
中图分类号
TU [建筑科学];
学科分类号
0813 ;
摘要
Automatic surveillance systems for the maritime domain are becoming more and more important due to a constant increase of naval traffic and to the simultaneous reduction of crews on decks. However, available technology still provides only a limited support to this kind of applications. In this paper, a modular system for intelligent maritime surveillance, capable of fusing information from heterogeneous sources, is described. The system is designed to enhance the functions of the existing vessel traffic services systems and to be deployable in populated areas, where radar-based systems cannot be used due to the high electromagnetic radiation emissions. A quantitative evaluation of the proposed approach has been carried out on a large and publicly available data set of images and videos, which are collected from multiple real sites, with different light, weather, and traffic conditions.
引用
收藏
页码:824 / 833
页数:10
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