Convex Shape Prior for Deep Neural Convolution Network based Eye Fundus Images Segmentation.
Jun LiuXue-Cheng TaiShousheng LuoPublished in: CoRR (2020)
Keyphrases
- shape prior
- fundus images
- optic disc
- level set
- graph cuts
- blood vessels
- active contours
- deformable models
- image segmentation
- segmentation algorithm
- energy function
- shape model
- object segmentation
- optical coherence tomography
- object boundaries
- segmentation method
- robust segmentation
- energy functional
- statistical shape
- diabetic retinopathy
- global optimization
- active shape model
- image processing
- variational framework
- prior knowledge
- retinal images
- shape variations
- bayesian framework
- mumford shah functional
- prior shape
- user interaction
- piecewise constant
- prior information
- statistical models
- level set method
- medical images
- level set framework
- intensity information
- active contour model
- computer vision
- medical image analysis
- chan vese
- graph cut segmentation