Geometry in Active Learning for Binary and Multi-class Image Segmentation.
Ksenia KonyushkovaRaphael SznitmanPascal FuaPublished in: CoRR (2016)
Keyphrases
- active learning
- image segmentation
- binary and multi class
- multi class
- three dimensional
- graph cuts
- multiscale
- markov random field
- segmentation method
- machine learning
- selective sampling
- random sampling
- computer vision
- supervised learning
- learning algorithm
- unlabeled data
- semi supervised
- image processing
- active contours
- segmentation algorithm
- learning strategies
- learning process
- active learning strategies
- training set
- level set
- improve the classification accuracy
- region growing
- cost sensitive
- face recognition
- experimental design
- pairwise
- spectral clustering
- transfer learning
- semi supervised learning