Semi-supervised image segmentation using a residual-driven mean teacher and an exponential Dice loss.
Chenyang MeiXiaoguo YangMi ZhouShaodan ZhangHao ChenXiaokai YangLei WangPublished in: Artif. Intell. Medicine (2024)
Keyphrases
- semi supervised
- image segmentation
- semi supervised learning
- graph cuts
- multiscale
- unlabeled data
- labeled data
- data driven
- image processing
- multi view
- active contours
- semi supervised clustering
- unsupervised learning
- co training
- probabilistic relaxation
- segmentation algorithm
- contour detection
- professional development
- pairwise
- semi supervised classification
- markov random field
- supervised learning
- active learning
- learning process
- image analysis
- deformable models
- method for image segmentation
- image segmentation algorithm
- pairwise constraints
- boundary detection
- segmentation method
- teaching materials
- graph partitioning
- object segmentation
- region merging
- shape prior
- computer vision
- level set