Glioma Segmentation and Classification System Based on Proposed Texture Features Extraction Method and Hybrid Ensemble Learning.
Kirti Raj BhateleSarita Singh BhadauriaPublished in: Traitement du Signal (2020)
Keyphrases
- texture features
- ensemble learning
- texture feature extraction
- gabor filtering
- generalization ability
- feature vectors
- textural features
- texture features are extracted
- color features
- color and texture features
- feature extraction
- feature set
- texture analysis
- texture classification
- ensemble classifier
- textured images
- gabor filters
- ensemble methods
- mixture of gaussian distributions
- image features
- gray level co occurrence matrix
- bank of gabor filters
- classification accuracy
- feature selection
- support vector machine
- random forest
- decision trees
- gray level
- machine learning methods
- image classification
- distance measure
- class labels
- base classifiers
- machine learning
- segmentation method
- support vector machine svm
- text classification
- multi class
- image segmentation
- learning algorithm
- neural network
- benchmark datasets
- concept drift
- unsupervised learning
- pairwise
- data streams
- pattern recognition
- support vector
- training data