2022
Uncertainty Quantification in Depth Estimation via Constrained Ordinal Regression
ECCV 2022poster
"Monocular Depth Estimation (MDE) is a task to predict a dense depth map from a single image. Despite the recent progress brought by deep learning, existing methods are still prone to errors due to the ill-posed nature of MDE. Hence depth estimation systems must be self-aware of possible mistakes to…