Structural Transformer Improves Speed-Accuracy Trade-Off in Interactive Trajectory Prediction of Multiple Surrounding Vehicles

Author:

Hou Lian1ORCID,Li Shengbo Eben2ORCID,Yang Bo1ORCID,Wang Zheng1ORCID,Nakano Kimihiko1ORCID

Affiliation:

1. Institute of Industrial Science, The University of Tokyo, Tokyo, Japan

2. State Key Laboratory of Automotive Safety and Energy, School of Vehicle and Mobility, Tsinghua University, Beijing, China

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Computer Science Applications,Mechanical Engineering,Automotive Engineering

Reference35 articles.

1. Trajformer: Trajectory prediction with local self-attentive contexts for autonomous driving;bhat;arXiv 2011 14910,2020

2. End-to-end Contextual Perception and Prediction with Interaction Transformer

3. End-to-end recurrent multi-object tracking and trajectory prediction with relational reasoning;fuchs;arXiv 1907 12887,2019

4. Transformer Networks for Trajectory Forecasting

5. Multimodal Motion Prediction with Stacked Transformers

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