Detection of high-risk macular edema using texture features and classification using SVM classifier.
Aditya KunwarShrey MagotraM. Partha SarathiPublished in: ICACCI (2015)
Keyphrases
- svm classifier
- texture features
- feature vectors
- high risk
- support vector machine
- support vector machine svm
- linear discriminant classifier
- image classification
- support vector
- feature extraction
- texture classification
- support vector machine classifier
- gabor filters
- texture images
- svm classification
- adaboost classifier
- texture analysis
- texture feature extraction
- image features
- feature space
- abnormal behavior
- feature set
- kernel function
- gabor filtering
- texture descriptors
- rotation invariant
- local binary pattern
- color features
- selected features
- similarity measure
- training set
- train a support vector machine
- retinal images
- eeg signals
- medical images
- cost sensitive
- gray level
- face images
- machine learning