Constantly optimized mean teacher for semi-supervised 3D MRI image segmentation.
Ning LiYudong PanWei QiuLianjin XiongYaobin WangYangsong ZhangPublished in: Medical Biol. Eng. Comput. (2024)
Keyphrases
- semi supervised
- image segmentation
- semi supervised learning
- level set method
- graph cuts
- image processing
- segmentation algorithm
- labeled data
- segmentation method
- professional development
- deformable models
- unsupervised learning
- supervised learning
- pairwise
- unsupervised image segmentation
- markov random field
- unlabeled data
- image segmentation algorithm
- learning process
- level set
- semi supervised clustering
- semi supervised classification
- boundary detection
- multiscale
- co training
- shape prior
- region growing
- active contours
- multi view
- object segmentation
- texture segmentation
- method for image segmentation
- fuzzy c means
- energy functional
- medical imaging
- image analysis
- energy function
- active learning
- contour detection
- learner centred