HSIG-Net: Trajectory prediction based on hierarchical spatial perception interaction and intent guidance
Proceedings of the Institution of Mechanical Engineers, Part D: Journal of Automobile Engineering
Published online on May 22, 2026
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 ...
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 ...