akxue@hdu.edu.cn
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Anke Xue
School of Automation, Hangzhou Dianzi University, Zhejiang 310018, China
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Free Access | Research Article | 25 May 2024 | Cited: 3
Research on A Ship Trajectory Classification Method Based on Deep Learning
Chinese Journal of Information Fusion | Volume 1, Issue 1: 3-15, 2024 | DOI:10.62762/CJIF.2024.361873
Abstract
The unrestricted development and utilization of marine resources have resulted in a series of practical problems, such as the destruction of marine ecology. The wide application of radar, satellites and other detection equipment has gradually led to a large variety of large-capacity marine spatiotemporal trajectory data from a vast number of sources. In the field of marine domain awareness, there is an urgent need to use relevant information technology means to control and monitor ships and accurately classify and identify ship behavior patterns through multisource data fusion analysis. In addition, the increase in the type and quantity of trajectory data has produced a corresponding increa... More >

Graphical Abstract
Research on A Ship Trajectory Classification Method Based on Deep Learning