Selection of initial parameters of K-means clustering algorithm for MRI brain image segmentation.
Jian-Wei LiuLei GuoPublished in: ICMLC (2015)
Keyphrases
- brain image segmentation
- fine tuning
- medical images
- magnetic resonance imaging
- mr images
- clustering algorithm
- magnetic resonance
- parameter settings
- measured data
- initial set
- input parameters
- parameter tuning
- magnetic resonance images
- sensitivity analysis
- least squares
- parameter space
- expectation maximization
- mri data
- parameter selection
- image registration
- control system
- k means
- optimal solution