MetricDepth: Enhancing Monocular Depth Estimation with Deep Metric Learning

Chunpu Liu, Guanglei Yang, Wangmeng Zuo +1

Deep metric learning aims to learn features relying on the consistency or divergence of class labels. However, in monocular depth estimation, the absence of a natural definition of…