Introducing Geometry in Active Learning for Image Segmentation.
Ksenia KonyushkovaRaphael SznitmanPascal FuaPublished in: ICCV (2015)
Keyphrases
- active learning
- image segmentation
- region growing
- active contours
- image processing
- learning strategies
- random sampling
- multiscale
- learning algorithm
- level set method
- graph cuts
- level set
- semi supervised
- selective sampling
- probabilistic relaxation
- three dimensional
- segmentation algorithm
- machine learning
- supervised learning
- markov random field
- contour detection
- gray level
- energy functional
- normalized cut
- boundary detection
- experimental design
- pool based active learning
- segmentation method
- energy function
- training examples
- edge detection
- relevance feedback
- learning process
- shape prior
- fuzzy c means
- transfer learning
- geometric structure
- image segmentation algorithm
- ground truth
- image analysis
- method for image segmentation
- training set