Classification of normal and abnormal brain MRI slices using Gabor texture and support vector machines.
Ghulam GilanieUsama Ijaz BajwaMustansar Mahmood WaraichZulfiqar HabibHafeez UllahMuhammad NasirPublished in: Signal Image Video Process. (2018)
Keyphrases
- support vector
- brain mri
- classification accuracy
- feature extraction
- learning machines
- large margin classifiers
- gabor filtering
- feature vectors
- support vector machine
- feature space
- gabor filters
- svm classifier
- feature selection
- generalization ability
- pattern classification
- texture features
- anomaly detection
- magnetic resonance images
- wavelet features
- kernel function
- texture analysis
- support vector machine svm
- pattern recognition
- multiscale
- training set
- gray level
- feature set
- gabor wavelets
- textural features
- image analysis