A fully convolutional neural network based structured prediction approach towards the retinal vessel segmentation.
Avijit DasguptaSonam SinghPublished in: ISBI (2017)
Keyphrases
- vessel segmentation
- structured prediction
- retinal images
- blood vessels
- maximum margin
- conditional random fields
- low contrast
- markov networks
- latent variables
- vessel enhancement
- neural network
- efficient learning
- region growing
- approximate inference
- region of interest
- convex optimization
- belief networks
- pairwise
- hyperplane
- graphical models
- edge detection
- support vector machine
- probabilistic model
- hidden markov models
- bayesian networks