Fuzzy C-means applied to MRI images for an automatic lesion detection using image enhancement and constrained clustering.
Jean Marie Vianney KinaniAlberto Rosales-SilvaFrancisco J. Gallegos FunesAlfonso ArellanoPublished in: IPTA (2014)
Keyphrases
- image enhancement
- fuzzy c means
- mri images
- fuzzy clustering
- image processing
- clustering algorithm
- image analysis
- contrast enhancement
- image segmentation
- k means
- edge detection
- clustering method
- medical images
- data mining
- magnetic resonance imaging
- morphological operations
- machine learning
- cluster analysis
- pattern recognition
- decision making
- mri data
- brain tumors