Overview of Monocular Depth Estimation Based on Deep Learning.
Quanfu XuChuanqi TanTao XueShuqi MeiYan ShanPublished in: ICCSIP (2020)
Keyphrases
- deep learning
- depth estimation
- depth map
- stereo vision
- image sequences
- stereo matching
- dynamic scenes
- unsupervised learning
- scene understanding
- depth information
- super resolution
- machine learning
- pose estimation
- real scenes
- stereo pair
- multi view
- feature matching
- weakly supervised
- mental models
- disparity map
- ground truth
- optical flow
- vision system
- three dimensional
- object tracking
- d scene
- high quality
- low resolution
- dynamic programming
- moving objects
- feature space
- multiscale