UECP: Uncertainty-Enhanced Collaborative Perception

Overview

UECP derives uncertainty maps from LiDAR point density to weight collaborating agents. Its pyramid fusion uses uncertainty-aware downsampling and residual fusion, with real-world evaluations of perception effectiveness and robustness.