On uncertainty estimation in active learning for image segmentation.
Bo LiTommy Sonne AlstrømPublished in: CoRR (2020)
Keyphrases
- active learning
- image segmentation
- image analysis
- learning strategies
- accurate estimation
- boundary detection
- image processing
- semi supervised
- graph cuts
- learning algorithm
- markov random field prior
- random sampling
- markov random field
- multiscale
- active contours
- pool based active learning
- active learning strategies
- statistical estimation
- computer vision
- medical imaging
- deformable models
- parameter estimation
- segmentation method
- selective sampling
- gray level
- method for image segmentation
- segmentation algorithm
- region growing
- shape prior
- object segmentation
- estimation algorithm
- experimental design
- feature selection
- learning process
- contour detection
- machine learning