Retinal Artery and Vein Classification via Dominant Sets Clustering-Based Vascular Topology Estimation.
Yitian ZhaoJianyang XiePan SuYalin ZhengYonghuai LiuJun ChengJiang LiuPublished in: MICCAI (2) (2018)
Keyphrases
- blood vessels
- classification systems
- classification accuracy
- decision trees
- retinal images
- pattern recognition
- age related macular degeneration
- pattern classification
- image classification
- support vector
- feature extraction
- machine learning
- vessel segmentation
- optical coherence tomography
- automatic classification
- classification algorithm
- classification method
- class labels
- support vector machine
- feature selection
- blood flow
- classification scheme
- density estimation
- classification models
- parameter estimation
- training samples
- x ray
- classification process
- machine learning algorithms
- machine learning methods
- feature vectors
- training set
- vessel detection
- svm classifier