Hybrid Representation-Enhanced Sampling for Bayesian Active Learning in Musculoskeletal Segmentation of Lower Extremities.
Ganping LiYoshito OtakeMazen SoufiMasashi TaniguchiMasahide YagiNoriaki IchihashiKeisuke UemuraMasaki TakaoNobuhiko SuganoYoshinobu SatoPublished in: CoRR (2023)
Keyphrases
- active learning
- random sampling
- parametric representation
- segmentation algorithm
- image segmentation
- active sampling
- hierarchical representation
- multiscale
- minimum description length
- surface representation
- medical images
- bayesian estimation
- bayesian inference
- sample selection
- selective sampling
- sampling strategies
- machine learning
- monte carlo
- segmentation method
- edge detection
- image analysis
- posterior probability
- training examples
- image representation
- segmentation accuracy
- sampling algorithm
- maximum likelihood
- relevance feedback
- video sequences
- bayesian networks
- image processing
- learning algorithm
- data sets