Dealing with Heterogeneous 3d Mr Knee Images: A Federated Few-Shot Learning Method with Dual Knowledge Distillation.
Xiaoxiao HeChaowei TanBo LiuLiping SiWeiwu YaoLiang ZhaoDi LiuQilong ZhangliQi ChangKang LiDimitris N. MetaxasPublished in: ISBI (2023)
Keyphrases
- prior knowledge
- test images
- fully automatic
- segmentation method
- learning systems
- synthetic and real images
- pixel values
- ground truth
- similarity measure
- principal components
- background knowledge
- segmentation algorithm
- unsupervised learning
- knowledge acquisition
- image registration
- reconstruction method
- object detectors
- learning process
- image regions
- super resolution
- computer assisted
- linear predictors
- gray value
- image sequences
- geometric constraints
- multiple objects
- video sequences
- object recognition
- image retrieval
- image analysis
- domain knowledge
- image database
- edge detection
- image classification