SocialTrans: Transformer based social intentions interaction for pedestrian trajectory prediction

Kai Chen; Xiaodong Zhao; Yujie Huang; Guoyu Fang

doi:10.1016/j.physa.2025.130435

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SocialTrans: Transformer based social intentions interaction for pedestrian trajectory prediction

Kai Chen Xiaodong Zhao Yujie Huang Guoyu Fang

Year: 2025 Journal: Physica A Statistical Mechanics and its Applications Vol: 663 Pages: 130435-130435 Publisher: Elsevier BV

DOI: 10.1016/j.physa.2025.130435

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Keywords:

Pedestrian Trajectory Transformer Computer science Statistical physics Econometrics Mathematics Transport engineering Physics Electrical engineering Engineering Quantum mechanics Voltage

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Autonomous Vehicle Technology and Safety

Physical Sciences → Engineering → Automotive Engineering

Traffic and Road Safety

Physical Sciences → Engineering → Safety, Risk, Reliability and Quality

Video Surveillance and Tracking Methods

Physical Sciences → Computer Science → Computer Vision and Pattern Recognition

SocialTrans: Transformer based social intentions interaction for pedestrian trajectory prediction

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