Sun-Hong Jung

LiDAR-Supervised Monocular Depth Estimation via Cross-Modal Supervision

Accurate depth perception is a cornerstone of autonomous driving, yet LiDAR sensors—the primary source of metric depth—remain costly and operationally complex. In this paper, we propose a cross-modal supervision framework that uses sparse LiDAR depth maps solely during training, enabling camera-only dense depth inferen...