Unsupervised Learning of Multi-Frame Optical Flow with Occlusions.
Joel JanaiFatma GüneyAnurag RanjanMichael J. BlackAndreas GeigerPublished in: ECCV (16) (2018)
Keyphrases
- multi frame
- optical flow
- unsupervised learning
- image sequences
- dense optical flow estimation
- computer vision
- motion estimation
- multiple frames
- optical flow estimation
- motion discontinuities
- feature tracking
- supervised learning
- flow field
- single frame
- dimensionality reduction
- motion field
- semi supervised
- motion analysis
- motion model
- d scene
- vector field
- camera motion
- optic flow
- motion segmentation
- motion parameters
- moving camera
- machine learning
- ego motion
- point correspondences
- reinforcement learning
- object recognition
- three dimensional
- velocity field
- video sequences
- structure from motion
- high quality
- motion patterns
- filtering algorithm
- model selection
- consecutive frames
- expectation maximization
- moving objects