Qi-Jun Huang

Joint trajectory prediction in complex traffic scenarios using causal behavior analysis and risk potential fields.

Accurate trajectory prediction is a cornerstone for ensuring the safety and operational reliability of autonomous driving systems. However, conventional data-driven models often exhibit significant performance degradation in complex, highly interactive traffic scenarios. Insufficient modeling of directed vehicle intera...