Level set based shape prior and deep learning for image segmentation.
Yongming HanShuheng ZhangZhiqing GengQin WeiZhi OuyangPublished in: IET Image Process. (2020)
Keyphrases
- shape prior
- deep learning
- image segmentation
- graph cuts
- active contours
- level set
- deformable models
- unsupervised learning
- object segmentation
- curve evolution
- shape model
- segmentation algorithm
- segmentation method
- machine learning
- energy function
- energy functional
- user interaction
- mental models
- level set method
- pose invariant
- statistical models
- weakly supervised
- active contour model
- level set framework
- image processing
- markov random field
- prior knowledge
- variational framework
- bayesian framework
- global optimization
- expectation maximization
- prior information
- medical images
- user interface