AI RESEARCH
CmIVTP: Cross-modal Interaction-based Vessel Trajectory Prediction for Maritime Intelligence
arXiv CS.AI
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ArXi:2605.26524v1 Announce Type: cross Maritime intelligent transportation systems (MITS) are essential for ensuring navigation safety and efficiency in busy waterways. However, accurate vessel trajectory prediction remains challenging due to the limitations of single-source data. Automatic identification system (AIS) data is often sparse or unavailable for small vessels, while closed-circuit television (CCTV) data alone cannot fully capture dynamic vessel behavior.