Unsupervised Deep-Learning Based Deformable Image Registration: A Bayesian Framework.
Samah KhawaledMoti FreimanPublished in: CoRR (2020)
Keyphrases
- bayesian framework
- deep learning
- deformable image registration
- unsupervised learning
- deep architectures
- weakly supervised
- expectation maximization
- image registration
- prior knowledge
- deformable registration
- generative model
- optical flow
- hyperparameters
- maximum a posteriori
- machine learning
- em algorithm
- dimensionality reduction
- supervised learning
- object recognition
- mental models
- semi supervised
- radiation therapy
- maximum likelihood
- probabilistic model
- image processing
- mutual information
- shape prior
- superpixels
- object class
- active learning
- bayesian networks
- image segmentation