ShelfOcc: Native 3D Supervision beyond LiDAR for Vision-Based Occupancy Estimation

Simon Boeder, Fabian Gigengack, Simon Roesler +2

Recent progress in self- and weakly supervised occupancy estimation has largely relied on 2D projection or rendering-based supervision, which suffers from geometric inconsistencies…