On Monocular Depth Estimation and Uncertainty Quantification using Classification Approaches for Regression

Xuanlong Yu, Gianni Franchi, Emanuel Aldea

Monocular depth is important in many tasks, such as 3D reconstruction and autonomous driving. Deep learning based models achieve state-of-the-art performance in this field. A set o…