A Texture Fuzzy Classifier Based on the Training Set Clustering by a Self-Organizing Neural Network.
Sergey V. AxyonovKirill KostinDmitry LykomPublished in: AIST (2015)
Keyphrases
- fuzzy clustering algorithm
- fuzzy clustering
- training set
- fuzzy c means
- clustering algorithm
- membership functions
- fuzzy clustering algorithms
- texture analysis
- test set
- clustering analysis
- training data
- data sets
- supervised learning
- k means
- nearest neighbor
- texture classification
- cluster analysis
- feature space
- texture segmentation
- test images
- fuzzy rules
- texture images
- class labels
- clustering method
- classification accuracy
- fuzzy c means clustering
- validity index
- gabor filters
- test data
- hierarchical clustering
- data clustering
- classification algorithm
- training samples
- fuzzy sets
- high dimensional
- feature extraction
- machine learning
- neural network