Segmentation of acne lesion using fuzzy C-means technique with intelligent selection of the desired cluster.
Javed KhanAamir Saeed MalikNidal S. KamelSarat Chandra DassAzura Mohd. AffandiPublished in: EMBC (2015)
Keyphrases
- fuzzy c means
- fcm algorithm
- clustering algorithm
- image segmentation
- fcm clustering
- fuzzy c means clustering algorithm
- cluster validity
- fuzzy clustering algorithm
- unsupervised clustering
- fuzzy clustering
- cluster centers
- mri segmentation
- gustafson kessel
- cluster analysis
- fuzzy c means algorithm
- possibilistic clustering
- membership values
- segmentation algorithm
- validity measures
- fuzzy clustering algorithms
- clustering method
- som neural network
- artificial immune network
- k means
- region growing
- segmentation method
- hard c means
- possibilistic c means
- cluster validity indices
- hybrid method
- euclidean distance
- data analysis
- watershed algorithm
- hierarchical clustering
- medical imaging
- medical images
- computer vision
- genetic algorithm
- clustering quality
- validity index
- data points
- pattern recognition
- feature selection