Uncertainty-aware and dynamically-mixed pseudo-labels for semi-supervised defect segmentation.
Dejene M. SimeGuotai WangZhi ZengBei PengPublished in: Comput. Ind. (2023)
Keyphrases
- semi supervised
- fully supervised
- label propagation
- semi supervised learning
- image labeling
- pairwise constraints
- segmentation algorithm
- segmented images
- semantic segmentation
- pairwise
- level set
- image segmentation
- active learning
- fully automatic
- region growing
- labeled examples
- label information
- co training
- fully labeled
- partially labeled data
- segmentation method
- unlabeled data
- labeled data
- weakly supervised
- edge detection
- partially labeled
- defect detection
- unlabeled samples
- multiscale
- feature selection
- medical imaging
- decision trees
- label assignment
- label field
- feature extraction
- labeled samples
- image analysis
- semi supervised clustering
- supervised learning
- medical images
- segmentation accuracy
- multi view