Multi-modal Image Classification Using Low-Dimensional Texture Features for Genomic Brain Tumor Recognition.
Esther AlbertsGiles TettehStefano TrebeschiMarie BiethAlexander ValentinitschBenedikt WiestlerClaus ZimmerBjoern H. MenzePublished in: GRAIL/MFCA/MICGen@MICCAI (2017)
Keyphrases
- multi modal
- texture features
- feature extraction
- image classification
- low dimensional
- brain tumors
- high dimensional
- image features
- dimensionality reduction
- texture classification
- principal component analysis
- texture analysis
- feature vectors
- feature space
- texture information
- gabor filters
- texture images
- local binary pattern
- texture feature extraction
- rotation invariant
- mr images
- object recognition
- magnetic resonance images
- visual features
- gray level
- textured images
- image representation
- feature set
- pattern recognition
- image processing
- distance measure
- magnetic resonance
- data points
- semantic concepts
- deformable registration
- action recognition
- image analysis
- face recognition
- brain tissue
- information processing
- white matter
- brain images
- video sequences
- feature selection