Automatic skull stripping in MRI based on morphological filters and fuzzy c-means segmentation.
Orazio GambinoEnrico DaidoneMatteo SciortinoRoberto PirroneEdoardo ArdizzonePublished in: EMBC (2011)
Keyphrases
- fuzzy c means
- morphological filters
- skull stripping
- mri segmentation
- magnetic resonance images
- morphological operators
- image segmentation
- watershed algorithm
- fcm algorithm
- adaptive thresholding
- fuzzy clustering
- random walker
- brain tissue
- mathematical morphology
- mri images
- mr images
- morphological operations
- medical images
- magnetic resonance imaging
- clustering algorithm
- structuring elements
- clustering method
- bias field
- graph cuts
- brain tumors
- median filter
- fully automatic
- membership functions
- medical imaging
- mri data
- region growing
- magnetic resonance
- level set
- k means
- carotid artery
- automatic segmentation
- segmentation algorithm
- gray scale
- manual segmentation
- high quality
- image processing
- euclidean distance
- medical image analysis