Introducing Shape Prior Module in Diffusion Model for Medical Image Segmentation.
Zhiqing ZhangGuojia FanTianyong LiuNan LiYuyang LiuZiyu LiuCanwei DongShoujun ZhouPublished in: CoRR (2023)
Keyphrases
- medical image segmentation
- shape prior
- diffusion model
- curve evolution
- level set
- image segmentation
- deformable models
- active contours
- graph cuts
- medical images
- level set method
- shape model
- object boundaries
- medical image analysis
- active contour model
- information diffusion
- segmentation method
- energy function
- statistical shape model
- segmentation algorithm
- diffusion process
- shape variations
- anisotropic diffusion
- bayesian framework
- statistical models
- diffusion tensor
- prior information
- user interaction
- shape representation
- energy functional
- active shape model
- magnetic resonance images
- energy minimization
- global optimization
- medical imaging
- prior knowledge
- computer vision
- markov random field
- user interface
- social networks
- pattern recognition