VEPO-S2S: A VEssel Portrait Oriented Trajectory Prediction Model Based on S2S Framework

VEPO-S2S: A VEssel Portrait Oriented Trajectory Prediction Model Based on S2S Framework

The prediction of vessel trajectories plays a crucial role in ensuring maritime safety and reducing maritime accidents. Substantial progress has been made in trajectory prediction tasks by adopting sequence modeling methods, containing recurrent neural networks (RNNs) and sequence-to-sequence networ...

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Bibliographic Details
Main Authors: Xinyi Yang, Zhonghe Han, Yuanben Zhang, Hu Liu, Siye Liu, Wanzheng Ai, Junyi Liu
Format: Article
Language:English
Published: MDPI AG 2024-07-01
Series:Applied Sciences
Subjects:
deep learning
vessel trajectory prediction
sequence-to-sequence network
maritime accidents
risk assessment
vessel portrait
Online Access:https://www.mdpi.com/2076-3417/14/14/6344

Internet

https://www.mdpi.com/2076-3417/14/14/6344

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