In this paper a framework for a camera based vessel recognition system is proposed. The framework is designed to enhance the functionalities of current Vessel Traffic Services (VTS) systems, by adding a visual dimension to VTS data and the classification of non-cooperative targets. Furthermore, the framework can be suitable for the vessel traffic monitoring in populated areas where radar-based systems cannot be used due to electromagnetic radiation emissions. A quantitative evaluation of the detection performance on a publicly available dataset that validates the approach is provided. © 2012 ISIF (Intl Society of Information Fusi).
Camera based target recognition for maritime awareness / Bloisi, Domenico Daniele; Iocchi, Luca; M., Fiorini; Giuseppina, Graziano. - (2012), pp. 1982-1987. (Intervento presentato al convegno 15th International Conference on Information Fusion, FUSION 2012 tenutosi a Singapore; Singapore nel 7 September 2012 through 12 September 2012).
Camera based target recognition for maritime awareness
BLOISI, Domenico Daniele;IOCCHI, Luca;
2012
Abstract
In this paper a framework for a camera based vessel recognition system is proposed. The framework is designed to enhance the functionalities of current Vessel Traffic Services (VTS) systems, by adding a visual dimension to VTS data and the classification of non-cooperative targets. Furthermore, the framework can be suitable for the vessel traffic monitoring in populated areas where radar-based systems cannot be used due to electromagnetic radiation emissions. A quantitative evaluation of the detection performance on a publicly available dataset that validates the approach is provided. © 2012 ISIF (Intl Society of Information Fusi).I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.
