Active learning for segmentation based on Bayesian sample queries.
Firat ÖzdemirZixuan PengPhilipp FürnstahlChristine TannerOrcun GokselPublished in: Knowl. Based Syst. (2021)
Keyphrases
- active learning
- sample selection
- query language
- segmentation algorithm
- level set
- image segmentation
- query processing
- bayesian networks
- segmentation method
- region growing
- database queries
- range queries
- learning strategies
- shape prior
- response time
- efficient processing
- minimum description length
- object segmentation
- statistical databases
- segmentation accuracy
- posterior probability
- web search engines
- query evaluation
- maximum likelihood
- medical images
- image analysis
- learning algorithm
- database
- semi supervised
- selective sampling
- user queries
- training examples
- random sampling
- multi dimensional
- multiscale