Artery/vein classification of retinal vessels using classifiers fusion.
Xiao-Xia YinSamra IrshadYanchun ZhangPublished in: Health Inf. Sci. Syst. (2019)
Keyphrases
- classification systems
- classifier combination
- classification algorithm
- decision trees
- classifier fusion
- classification models
- support vector
- supervised classification
- accurate classification
- classification rate
- classification process
- improves the classification accuracy
- class labels
- training set
- classification method
- classification procedure
- classification accuracy
- svm classifier
- machine learning algorithms
- training data
- multiple classifiers
- multi category
- blood vessels
- rule based classifier
- classification decisions
- feature selection
- feature set
- machine learning methods
- text classification
- feature extraction
- supervised learning
- majority voting
- training samples
- decision boundary
- binary classifiers
- multiclass classification
- k nearest neighbour
- naive bayes
- multi class
- probabilistic classifiers
- individual classifiers
- multiple classifier systems
- accurate classifiers
- combining classifiers
- learning algorithm
- data fusion
- extracted features
- vessel segmentation
- image classification
- x ray
- optimum path forest
- combining multiple
- support vector machine
- region of interest