Application of ANN and ANFIS for detection of brain tumors in MRIs by using DWT and GLCM texture analysis.
Eleftheria SergakiGeorgios SpiliotisIoannis O. VardiambasisTheodoros KapetanakisAntonios KrasoudakisGeorge C. GiakosMichalis E. ZervakisAlexios PolydorouPublished in: IST (2018)
Keyphrases
- texture analysis
- multiresolution
- artificial neural networks
- gray level
- texture features
- texture classification
- magnetic resonance images
- texture images
- brain tumors
- texture discrimination
- image analysis
- gabor filters
- texture segmentation
- rotation invariant
- fractal dimension
- co occurrence
- neural network
- local binary pattern
- textural features
- feature extraction
- texture descriptors
- texture characterization
- medical images
- object recognition
- multiscale
- medical image analysis
- magnetic resonance
- machine learning