Circular shape constrained fuzzy clustering (CiscFC) for nucleus segmentation in Pap smear images.
Ratna SahaMariusz BajgerGobert N. LeePublished in: Comput. Biol. Medicine (2017)
Keyphrases
- fuzzy clustering
- segmentation method
- segmentation algorithm
- image analysis
- fuzzy clustering algorithm
- cell nuclei
- microscope images
- input image
- edge detection
- cell nucleus
- fuzzy c means
- shape prior
- prostate segmentation
- microscopy images
- clustering algorithm
- fcm algorithm
- mri images
- segmented images
- fuzzy c means algorithm
- segmentation result
- shape model
- membership functions
- fuzzy clustering algorithms
- white blood cells
- circular hough transform
- hard c means
- fuzzy c means clustering algorithm
- data mining
- image regions
- object recognition
- machine learning
- gray level images
- cluster centers
- dissimilarity measure
- cluster analysis
- expectation maximization
- level set
- fuzzy sets
- rough sets
- image registration
- data points
- artificial intelligence
- genetic algorithm
- possibilistic clustering