Semi-supervised Instance Segmentation with a Learned Shape Prior.
Long ChenWeiwen ZhangYuli WuMartin StrauchDorit MerhofPublished in: iMIMIC/MIL3ID/LABELS@MICCAI (2020)
Keyphrases
- shape prior
- semi supervised
- level set
- graph cuts
- active contours
- object segmentation
- image segmentation
- object boundaries
- segmentation algorithm
- shape model
- deformable models
- robust segmentation
- segmentation method
- variational segmentation
- energy function
- variational framework
- statistical shape
- shape variations
- pose invariant
- user interaction
- interactive segmentation
- active shape model
- level set segmentation
- curve evolution
- prior knowledge
- active contour model
- energy functional
- global optimization
- mumford shah functional
- chan vese
- prior shape
- level set method
- graph cut segmentation
- pairwise
- statistical models
- level set framework
- bayesian framework
- prior information
- diffusion maps
- intensity information
- region growing
- prior shape information
- multi view
- chan vese model
- level set evolution
- computer vision
- active learning
- medical images
- particle swarm optimization