Breast mass segmentation in mammograms combining fuzzy c-means and active contours.
Marwa HmidaKamel HamrouniBasel SolaimanSana BoussettaPublished in: ICMV (2017)
Keyphrases
- fuzzy c means
- active contours
- image segmentation
- level set
- digitized mammograms
- shape prior
- segmentation method
- fcm algorithm
- active contour model
- fuzzy clustering algorithm
- object boundaries
- gradient vector flow
- energy functional
- segmentation algorithm
- geodesic active contours
- level set method
- cardiac ultrasound images
- region growing
- computer aided diagnosis
- pectoral muscle
- energy function
- active contour segmentation
- geometric active contours
- image analysis
- medical imaging
- breast tissue
- digital mammograms
- segmented images
- region merging
- fuzzy clustering
- curve evolution
- clustering algorithm
- external force
- graph cuts
- region based active contours
- clustering method
- segmentation result
- gvf snake
- k means
- markov random field
- gray level
- deformable models
- image processing
- image segmentation algorithm
- expectation maximization
- cluster analysis
- breast cancer
- force field
- x ray