A hybrid segmentation method based on Gaussian kernel fuzzy clustering and region based active contour model for ultrasound medical images.
Deep GuptaR. S. AnandBarjeev TyagiPublished in: Biomed. Signal Process. Control. (2015)
Keyphrases
- fuzzy clustering
- segmentation method
- medical images
- medical image segmentation
- fuzzy c means
- image segmentation
- region growing
- anatomical structures
- active contours
- medical image analysis
- image intensity
- deformable models
- medical imaging
- active contour model
- mr images
- ultrasound images
- membership functions
- clustering algorithm
- magnetic resonance imaging
- region of interest
- magnetic resonance images
- level set method
- imaging modalities
- watershed segmentation
- segmentation algorithm
- scale space
- segmentation result
- energy function
- superpixels
- level set
- shape prior
- cluster analysis
- machine learning
- fuzzy logic
- multiscale
- image processing