DeepVessel: Retinal Vessel Segmentation via Deep Learning and Conditional Random Field.
Huazhu FuYanwu XuStephen LinDamon Wing Kee WongJiang LiuPublished in: MICCAI (2) (2016)
Keyphrases
- deep learning
- vessel segmentation
- conditional random fields
- retinal images
- blood vessels
- crf model
- unsupervised learning
- graphical models
- long range
- hidden markov models
- low contrast
- information extraction
- vessel enhancement
- machine learning
- higher order
- probabilistic model
- weakly supervised
- mental models
- maximum entropy
- pairwise
- named entity recognition
- superpixels
- generative model
- markov random field
- restricted boltzmann machine
- region growing
- region of interest
- natural images
- multi class
- bayesian networks