Taming Perception Jitter: Uncertainty-Aware LiDAR Object Detection for Reliable Motion Classification

Cornelius Schröder, Žygimantas Marcinkus, Markus Lienkamp

Reliable motion classification is critical for autonomous driving, as false dynamic predictions of static objects can cascade into unnecessary planner interventions. Unstable bound…