Colon Nuclei Instance Segmentation using a Probabilistic Two-Stage Detector.
Pedro CostaYongpan FuJoão NunesAurélio CampilhoJaime S. CardosoPublished in: CoRR (2022)
Keyphrases
- microscopic images
- segmentation method
- microscopy images
- cell nuclei
- segmentation algorithm
- image segmentation
- multiscale
- medical images
- generative model
- confocal images
- probabilistic model
- segmentation accuracy
- white blood cells
- level set
- region growing
- shape prior
- probabilistic formulation
- image analysis
- ellipse fitting
- fully automatic
- uncertain data
- graph cuts
- edge detection
- bayesian networks