SIAT: Pedestrian trajectory prediction via social interaction-aware transformer

Abstract Pedestrian trajectory prediction is crucial for mitigating collision risks in intelligent transportation and surveillance systems. Despite recent advances, accurately capturing and modeling complex social interactions among pedestrians remains a challenge. This paper introduces the Social I...

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Bibliographic Details
Main Authors: Chengdong Wang, Jianming Wang, Wenbo Gao, Lei Guo
Format: Article
Language:English
Published: Springer 2025-06-01
Series:Complex & Intelligent Systems
Subjects:
Online Access:https://doi.org/10.1007/s40747-025-01944-3
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