Preliminary study on an improved weight updating for fuzzy c-means with applications to image segmentation.
Deeptha GirishVineeta SinghAnca RalescuPublished in: IFSA-SCIS (2017)
Keyphrases
- fuzzy c means
- preliminary study
- image segmentation
- fuzzy clustering
- fuzzy c means algorithm
- fuzzy clustering algorithm
- fuzzy c means clustering
- fcm algorithm
- clustering method
- clustering algorithm
- segmentation algorithm
- membership functions
- image processing
- unsupervised clustering
- segmentation method
- graph cuts
- markov random field
- k means
- artificial immune network
- fuzzy clustering algorithms
- hard c means
- region growing
- cluster centers
- cluster analysis
- euclidean distance
- fuzzy c means clustering algorithm
- expectation maximization
- possibilistic clustering
- knn
- cluster validity indices