Diabetic Retinopathy Detection Using Machine Learning and Texture Features.
Mohamed ChetouiMoulay A. AkhloufiMustapha KardouchiPublished in: CCECE (2018)
Keyphrases
- texture features
- diabetic retinopathy
- machine learning
- automatic detection
- retinal images
- texture classification
- gray level
- early detection
- texture analysis
- gabor filters
- texture information
- rotation invariant
- image features
- optic disc
- texture images
- feature extraction
- shape features
- blood vessels
- texture feature extraction
- local binary pattern
- color features
- feature vectors
- distance measure
- knowledge acquisition
- feature set
- optic disk
- medical experts
- texture descriptors
- textured images
- bank of gabor filters
- learning algorithm
- gabor filtering
- vessel segmentation
- data mining
- texture patterns
- decision trees
- object detection
- color information