Jaehan Lee

Monocular Depth Estimation Using Whole Strip Masking and Reliability-Based Refinement

We propose a monocular depth estimation algorithm, which extracts a depth map from a single image, based on whole strip masking (WSM) and reliability-based refinement. First, we develop a convolutional neural network (CNN) tailored for the depth estimation. Specifically, we design a novel filter, ca…