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HSIG-Net: Trajectory prediction based on hierarchical spatial perception interaction and intent guidance

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Proceedings of the Institution of Mechanical Engineers, Part D: Journal of Automobile Engineering

Published online on

Abstract

Proceedings of the Institution of Mechanical Engineers, Part D: Journal of Automobile Engineering, Ahead of Print.
Accurate motion prediction of traffic participants is essential for the safe planning of autonomous vehicles. However, conventional interaction modeling often lacks a hierarchical information transfer mechanism, making it difficult to capture deep ...