Active learning guided interactions for consistent image segmentation with reduced user interactions.
Harini VeeraraghavanJames V. MillerPublished in: ISBI (2011)
Keyphrases
- user interaction
- active learning
- image segmentation
- interactive segmentation
- interactive image segmentation
- shape prior
- user behavior
- user feedback
- graph cuts
- user interface
- user studies
- user input
- markov random field
- supervised learning
- user experience
- gray level
- learning algorithm
- region growing
- machine learning
- computer vision
- image processing
- semi supervised
- segmentation algorithm
- web users
- energy minimization
- level set
- spectral clustering
- active contours
- level set method
- learning process
- segmentation method
- user model
- relevance feedback
- energy functional
- fully automatic
- usage data
- deformable models