Mutual information deep regularization for semi-supervised segmentation.
Jizong PengMarco PedersoliChristian DesrosiersPublished in: MIDL (2020)
Keyphrases
- mutual information
- semi supervised
- information theoretic
- segmentation algorithm
- image registration
- mumford shah
- semi supervised learning
- level set
- image segmentation
- regularization framework
- manifold regularization
- medical images
- image analysis
- multiscale
- energy function
- similarity measure
- prior information
- active learning
- shape prior
- region growing
- object segmentation
- image processing
- energy functional
- information gain
- subspace learning
- segmentation accuracy
- labeled data
- multi view
- feature selection
- supervised learning
- pairwise
- mumford shah functional
- criterion function
- mutual information maximization
- registration accuracy
- image regions
- segmentation method
- unlabeled data
- unsupervised learning
- graph cuts
- edge detection