Geometry in active learning for binary and multi-class image segmentation.
Ksenia KonyushkovaRaphael SznitmanPascal FuaPublished in: Comput. Vis. Image Underst. (2019)
Keyphrases
- active learning
- image segmentation
- binary and multi class
- multi class
- learning strategies
- graph cuts
- semi supervised
- active contours
- training set
- image processing
- markov random field
- segmentation algorithm
- multiscale
- supervised learning
- selective sampling
- level set
- segmentation method
- machine learning
- deformable models
- experimental design
- computer vision
- information retrieval
- training data
- random sampling
- learning algorithm
- unlabeled data
- feature selection
- text classification
- probabilistic model
- decision trees
- learning process