Segmentation of cytoplasm and nuclei of abnormal cells in cervical cytology using global and local graph cuts.
Ling ZhangHui KongChien Ting ChinShaoxiong LiuZhi ChenTianfu WangSiping ChenPublished in: Comput. Medical Imaging Graph. (2014)
Keyphrases
- graph cuts
- microscopy images
- white blood cells
- shape prior
- segmentation algorithm
- energy function
- object segmentation
- confocal images
- energy minimization
- image segmentation
- interactive image segmentation
- markov random field
- cell nuclei
- interactive segmentation
- spatial coherence
- graph based image segmentation
- belief propagation
- segmentation method
- random walker
- region growing
- graph cut segmentation
- energy minimization framework
- mean shift
- foreground background segmentation
- multi label
- min cut
- minimum cut
- automatic segmentation
- graph cut optimization
- min cut max flow
- labeling problems
- higher order
- geodesic active contours
- shape model
- object boundaries
- normalized cut
- shape constraints
- segmentation accuracy