Pengpeng Sun

Weather-Robust LiDAR Perception: Point Cloud Restoration from Adverse Weather

Adverse weather conditions—such as rain, fog, and snow—significantly degrade LiDAR point cloud quality, causing substantial performance deterioration in detection models trained on clean data. To address this, we propose LTDNet, a novel point cloud quality improvement net-work that restores degraded