Adaptive Eye Fundus Vessel Classification for Automatic Artery and Vein Diameter Ratio Evaluation.
Giedrius StabingisJolita BernatavicieneGintautas DzemydaAlvydas PaunksnisLijana StabingienePovilas TreigysRamute VaicaitienePublished in: Informatica (2018)
Keyphrases
- blood vessels
- pattern recognition
- statistical classification
- retinal images
- support vector
- real time
- age related macular degeneration
- classification systems
- pattern classification
- classification algorithm
- retinal vessel
- fundus images
- classification scheme
- machine learning
- feature extraction
- model selection
- feature selection
- image classification
- fully automatic
- vessel segmentation
- automatic classification
- feature space
- automatic evaluation
- feature vectors
- decision trees
- carotid artery
- preprocessing
- support vector machine
- supervised learning
- deformable models
- eye movements
- semi automatic