Mind The Edge: Refining Depth Edges in Sparsely-Supervised Monocular Depth Estimation

Monocular Depth Estimation (MDE) is a fundamental problem in computer vision with numerous applications. Recently, LIDAR-supervised methods have achieved re-markable per-pixel depth accuracy in outdoor scenes. However, significant errors are typically found in the proximity of depth discontinuities,... View More