SVM-PUK Kernel Based MRI-brain Tumor Identification Using Texture and Gabor Wavelets.
Siva ChinnamVenkatrama Phani Kumar SistlaVenkata Krishna Kishore KolliPublished in: Traitement du Signal (2019)
Keyphrases
- gabor wavelets
- brain tumors
- texture features
- magnetic resonance images
- support vector
- support vector machine
- mr images
- mri images
- gabor filters
- feature vectors
- feature extraction
- fractal dimension
- discriminant analysis
- support vector machine svm
- kernel methods
- rotation invariant
- face images
- magnetic resonance
- texture analysis
- texture descriptors
- medical images
- face recognition
- brain tissue
- facial features
- medical image analysis
- magnetic resonance imaging
- iris recognition
- texture classification
- brain images
- gray level
- face verification
- local binary pattern
- multi class
- texture images
- machine learning
- kernel function
- training data
- feature space
- linear discriminant analysis
- white matter
- feature selection
- image features
- texture information
- mri data
- medical imaging
- image analysis
- computer vision
- distance measure
- object detection
- similarity measure
- pattern recognition