Unsupervised convolutional neural networks for motion estimation.
Aria AhmadiIoannis PatrasPublished in: ICIP (2016)
Keyphrases
- convolutional neural networks
- motion estimation
- convolutional network
- motion compensation
- motion field
- video coding
- video sequences
- motion vectors
- motion compensated
- image sequences
- unsupervised learning
- inter frame
- optical flow
- semi supervised
- reference frame
- video compression
- motion model
- data driven
- supervised learning
- supervised classification
- image coding
- super resolution
- competitive learning
- block matching
- motion estimation algorithm
- motion estimator
- robust motion estimation
- cardiac motion estimation
- data sets
- rate distortion
- phase correlation
- active learning
- multiscale