Segmented Fractal and Central Symmetric LBP Based Texture Features for the Detection of Diabetic Retinopathy Using SVM.
Imtiyaz AhmadVibhav Prakash SinghManoj Madhava GorePublished in: SN Comput. Sci. (2024)
Keyphrases
- texture features
- diabetic retinopathy
- local binary pattern
- feature vectors
- texture analysis
- texture classification
- automatic detection
- texture descriptors
- retinal images
- fractal dimension
- early detection
- texture images
- gray level
- texture information
- gabor filters
- image features
- shape features
- feature extraction
- rotation invariant
- gabor wavelets
- texture feature extraction
- medical experts
- optic disc
- support vector
- distance measure
- feature set
- blood vessels
- color features
- vessel segmentation
- object detection
- training data
- knn
- texture segmentation
- machine learning
- gabor filtering
- feature space
- detection method
- face recognition
- similarity measure
- image analysis
- texture patterns
- decision trees
- face detection