Membrane segmentation via active learning with deep networks.
Utkarsh GaurMatthew KourakisErin Newman-SmithWilliam SmithB. S. ManjunathPublished in: ICIP (2016)
Keyphrases
- active learning
- image segmentation
- segmentation algorithm
- segmentation method
- fully automatic
- level set
- social networks
- multiscale
- image analysis
- network structure
- medical images
- brain mri
- shape prior
- learning strategies
- region growing
- semi supervised
- medical imaging
- learning algorithm
- computer networks
- imbalanced data classification
- optimal segmentation
- sample selection
- segmentation accuracy
- cost sensitive
- shape model
- clustering algorithm
- video sequences
- supervised learning