A novel vessel extraction technique for a three-way classification of diabetic retinopathy using cascaded classifier.
Saad AtherAamir WaliTayyaba Gul MalikKhawaja Muhammad FahdSana FatimaPublished in: Multim. Tools Appl. (2024)
Keyphrases
- classification process
- classification method
- feature extraction and classification
- classification scheme
- classification algorithm
- classification rate
- support vector
- class labels
- training samples
- retinal images
- training set
- support vector machine
- feature selection
- svm classifier
- decision trees
- feature space
- diabetic retinopathy
- classification accuracy
- feature set
- classifier combination
- feature vectors
- blood vessels
- training data
- support vector machine svm
- binary classifiers
- vessel segmentation
- text classification
- feature extraction
- machine learning
- multi class
- information extraction
- active contours