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TrajDiff: A method for vessel trajectory imputation utilizing resampled conditional diffusion models

delete2025-09-17
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OA
AI
W
Wentao Wang
W
Wei Xiong *
C
Chen Luo
H
Hao Chen
DOI:10.1016/j.rineng.2025.107279delete
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Abstract

Abstract

En 中文
• Diffusion mode for long-term vessel trajectory imputation. • Embedding encodes spatiotemporal data, guides trajectory generation. • Resampling refines details, enhances recovery accuracy.
Keywords:
Deep learning
Diffusion model
Vessel trajectory
AIS
Trajectory imputation
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Journal

Results in Engineering cover
Results in Engineering
IF:
7.9
Papers:
1.1W
Citations:
1.7W

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