Brain tumor MRI image classification with feature selection and extraction using linear discriminant analysis
V. P. Gladis Pushpa RathiS. PalaniPublished in: CoRR (2012)
Keyphrases
- linear discriminant analysis
- brain tumors
- image classification
- feature extraction
- magnetic resonance images
- discriminant analysis
- mr images
- mri images
- dimensionality reduction
- magnetic resonance
- face recognition
- principal component analysis
- discriminant features
- brain tissue
- small sample size
- deformable registration
- dimension reduction
- feature space
- support vector machine svm
- medical image analysis
- brain tumor segmentation
- brain images
- magnetic resonance imaging
- high dimensional data
- null space
- medical images
- linear discriminant
- fisher criterion
- image features
- white matter
- support vector
- feature vectors
- data points
- scatter matrix
- image registration
- image processing
- pattern recognition
- scatter matrices
- image data
- svm classifier