Semi-Supervised Learning of Monocular Depth Estimation via Consistency Regularization with K-way Disjoint Masking.
Jongbeom BaekGyeongnyeon KimSeonghoon ParkHonggyu AnMatteo PoggiSeungryong KimPublished in: CoRR (2022)
Keyphrases
- semi supervised learning
- depth estimation
- regularization framework
- manifold regularization
- depth map
- stereo vision
- semi supervised
- unlabeled data
- stereo matching
- image sequences
- depth information
- labeled data
- supervised learning
- dynamic scenes
- real scenes
- unsupervised learning
- machine learning
- pairwise
- stereo pair
- active learning
- scene understanding
- disparity map
- super resolution
- training data
- multi view
- optical flow
- high quality
- image processing
- motion estimation
- d objects
- training set
- video sequences