Semi-Supervised Cardiac Image Segmentation Using a Bicycle VAE with Cross Prior Attention.
Shaojie LiYifan ZhangXuan YangPublished in: BIBM (2022)
Keyphrases
- semi supervised
- image segmentation
- multi view
- image analysis
- graph cuts
- patient specific
- labeled data
- image processing
- method for image segmentation
- region growing
- computer vision
- multiscale
- supervised learning
- active contours
- markov random field
- prior knowledge
- active learning
- semi supervised learning
- deformable models
- contour detection
- semi supervised clustering
- unsupervised learning
- left ventricle
- boundary detection
- co training
- unsupervised image segmentation
- heart disease
- semi supervised classification
- pairwise constraints
- metric learning
- maximum likelihood
- visual attention
- gray level
- segmentation algorithm
- pairwise