Learning a Geometric Representation for Data-Efficient Depth Estimation via Gradient Field and Contrastive Loss

Dongseok Shim, H. Jin Kim

Estimating a depth map from a single RGB image has been investigated widely for localization, mapping, and 3-dimensional object detection. Recent studies on a single-view depth est…