Po-Yi Chen

Towards Scene Understanding: Unsupervised Monocular Depth Estimation With Semantic-Aware Representation

Monocular depth estimation is a challenging task in scene understanding, with the goal to acquire the geometric properties of 3D space from 2D images. Due to the lack of RGB-depth image pairs, unsupervised learning methods aim at deriving depth information with alternative supervision such as stereo…