Foveal blur-boosted segmentation of nuclei in histopathology images with shape prior knowledge and probability map constraints.
Hongyi DuanmuFusheng WangGeorge TeodoroJun KongPublished in: Bioinform. (2021)
Keyphrases
- shape prior
- histopathology images
- prior knowledge
- segmentation method
- shape model
- shape constraints
- space variant
- prior information
- microscopic images
- graph cuts
- level set
- segmentation algorithm
- deformable models
- microscopy images
- object segmentation
- image segmentation
- active contours
- shape representation
- prior shape knowledge
- defocused images
- cell nuclei
- shape variations
- geometric shapes
- probability distribution
- statistical shape model
- white blood cells
- vision system
- shape matching
- shape analysis
- smoothness constraint
- incorporation of prior knowledge
- region growing
- energy function
- texture segmentation
- object shape
- log polar
- global shape
- motion segmentation
- microscope images
- medical images
- confocal images
- low contrast
- spatially varying
- d objects
- image restoration
- image registration