Fine segmentation of tiny blood vessel based on fully-connected conditional random field.
Chenglong WangMasahiro OdaYasushi YoshinoTokunori YamamotoKensaku MoriPublished in: Medical Imaging: Image Processing (2018)
Keyphrases
- conditional random fields
- fully connected
- blood vessels
- crf model
- image labeling
- semantic segmentation
- segmentation method
- efficient inference
- graphical models
- optic disc
- vessel detection
- random fields
- information extraction
- higher order
- hidden markov models
- probabilistic model
- generative model
- segmentation algorithm
- maximum entropy
- structured prediction
- markov random field
- superpixels
- retinal images
- pairwise
- object segmentation
- approximate inference
- energy function
- level set
- shape prior
- multiscale
- bayesian networks
- training data