Fuzzy C-means and region growing based classification of tumor from mammograms using hybrid texture feature.
Tariq SadadAsim MunirTanzila SabaAyyaz HussainPublished in: J. Comput. Sci. (2018)
Keyphrases
- region growing
- som neural network
- fuzzy c means
- image segmentation
- texture features
- fuzzy clustering
- self organizing maps
- breast cancer
- pattern recognition
- feature vectors
- classification accuracy
- clustering algorithm
- segmentation method
- feature extraction
- edge detection
- feature set
- decision trees
- k means
- unsupervised learning
- textural features
- shape features
- support vector
- clustering method
- gray level
- membership functions
- cluster analysis
- machine learning
- color features
- segmentation algorithm
- image processing
- texture classification
- gabor filters
- texture images
- color image segmentation
- region merging
- feature selection