Semi-Supervised Deep Learning for Monocular Depth Map Prediction.
Yevhen KuznietsovJörg StücklerBastian LeibePublished in: CVPR (2017)
Keyphrases
- depth map
- deep learning
- semi supervised
- multi view
- unsupervised learning
- image sequences
- stereo camera
- depth information
- depth cues
- weakly supervised
- stereo matching
- three dimensional
- high quality
- depth estimates
- machine learning
- depth estimation
- high resolution
- input image
- multiple views
- supervised learning
- active learning
- pairwise
- mental models
- stereo vision
- multiscale
- super resolution
- input data
- viewpoint
- optical flow
- object tracking
- depth images
- low resolution
- object recognition
- feature extraction