A Multi-Feature and Multi-Level Matching Algorithm Using Aerial Image and AIS for Vessel Identification
Received: 30 October 2018 / Revised: 10 March 2019 / Accepted: 11 March 2019 / Published: 15 March 2019
In order to monitor and manage vessels in channels effectively, identification and tracking are very necessary.
This work developed a maritime unmanned aerial vehicle (Mar-UAV) system equipped with a high-resolution camera and an Automatic Identification System (AIS).
A multi-feature and multi-level matching algorithm using the spatiotemporal characteristics of aerial images and AIS information was proposed to detect and identify field vessels.
Specifically, multi-feature information, including position, scale, heading, speed, etc., are used to match between real-time image and AIS message.
Additionally, the matching algorithm is divided into two levels, point matching and trajectory matching, for the accurate identification of surface vessels.
Through such a matching algorithm, the Mar-UAV system is able to automatically identify the vessel’s vision, which improves the autonomy of the UAV in maritime tasks.
The multi-feature and multi-level matching algorithm has been employed for the developed Mar-UAV system, and some field experiments have been implemented in the Yangzi River.
The results indicated that the proposed matching algorithm and the Mar-UAV system are very significant for achieving autonomous maritime supervision.
1 School of Navigation, Wuhan University of Technology, Wuhan 430063, China
2 National Engineering Research Center for Water Transport Safety, Wuhan 430063, China
3 Intelligent Transportation Systems Research Center, Wuhan 430063, China
4 Hubei Key Laboratory of Inland Shipping Technology, Wuhan 430063, China
5 Department of Information and Communication Engineering, Hankuk University of Foreign Studies, Seoul 02450, Korea
Upcoming articles in this blog will include information about AIS (Automatic Identification System), VDES (VHF Data Exchange System), AIS Transponders / Transceivers, AIS Class A, AIS Class B, AIS Base Stations, AIS AtoN (Aids to Navigation), AIS SART (Search and Rescue Transmitter), Vessel Traffic Service (VTS), Vessel Traffic Management Information System (VTMIS), AIS Satellite, Global Maritime Distress and Safety System (GMDSS), Digital Selective Calling (DSC), Marine VHF Radio, Homeland Security, Exclusive Economic Zone (EEZ), cargo payload, draught, capacity utilisation, maritime big data, bulk shipping, line-up reports, trade flow, commodity, satellite, naval architecture, fishing, sar, security, synthetic aperture radar, visible infrared imaging radiometer suite (viirs), vessel tracking, ship tracking, communication and other related issues.