HUNIS: High-Performance Unsupervised Nuclei Instance Segmentation.
Vasileios MagoulianitisYijing YangC.-C. Jay KuoPublished in: IVMSP (2022)
Keyphrases
- microscopic images
- microscopy images
- segmentation method
- fully unsupervised
- text segmentation
- cell nuclei
- level set
- image segmentation
- bayesian image segmentation
- white blood cells
- segmentation algorithm
- segmentation of textured images
- confocal images
- optimal segmentation
- region growing
- unsupervised learning
- segmentation accuracy
- edge detection
- supervised learning
- multiscale
- automated analysis
- microscope images
- semi supervised
- image analysis
- segmentation of natural images
- agglomerative clustering
- unsupervised manner
- normalized cut
- grey level
- segmented images
- texture segmentation
- background subtraction
- fully automatic
- medical imaging
- energy function