Sparse-to-Continuous: Enhancing Monocular Depth Estimation using Occupancy Maps

Nícolas Rosa, Vitor Guizilini, Valdir Grassi

This paper addresses the problem of single image depth estimation (SIDE), focusing on improving the quality of deep neural network predictions. In a supervised learning scenario, t…