Unsupervised convolutional neural networks for motion estimation.
Aria AhmadiIoannis PatrasPublished in: CoRR (2016)
Keyphrases
- convolutional neural networks
- motion estimation
- convolutional network
- motion compensated
- video sequences
- motion compensation
- image sequences
- semi supervised
- motion vectors
- unsupervised learning
- motion estimation algorithm
- reference frame
- phase correlation
- super resolution
- video compression
- completely unsupervised
- optical flow
- inter frame
- unsupervised manner
- motion field
- video coding
- robust motion estimation
- computer vision
- motion estimator
- cardiac motion estimation
- motion model
- supervised learning
- competitive learning
- optical flow estimation
- supervised classification
- motion detection
- unsupervised methods
- search range
- rate distortion
- image quality
- computational complexity
- neural network