Unsupervised Learning for Optical Flow Estimation Using Pyramid Convolution LSTM.
Shuosen GuanHaoxin LiWei-Shi ZhengPublished in: ICME (2019)
Keyphrases
- optical flow estimation
- unsupervised learning
- coarse to fine
- multiscale
- optical flow
- multiresolution
- optical flow computation
- supervised learning
- motion model
- flow field
- image processing
- motion field
- object recognition
- semi supervised
- image registration
- dimensionality reduction
- stereo matching
- velocity field
- variational methods
- object detection
- scale space
- expectation maximization
- variational optical flow
- feature selection
- active learning
- multi frame
- machine learning
- vector field
- model selection
- motion estimation
- moving objects
- high quality
- image sequences
- estimation of optical flow