Segmentation with mixed supervision: Confidence maximization helps knowledge distillation.
Bingyuan LiuChristian DesrosiersIsmail Ben AyedJose DolzPublished in: Medical Image Anal. (2023)
Keyphrases
- knowledge acquisition
- domain knowledge
- level set
- expert systems
- knowledge representation
- image segmentation
- confidence level
- knowledge base
- knowledge management
- knowledge discovery
- background knowledge
- energy function
- data sets
- image sequences
- ground truth
- active learning
- multiscale
- segmentation algorithm
- clustering algorithm
- information systems
- fully automatic
- object segmentation
- knowledge extraction
- segmented images
- artificial intelligence