NuclSeg: nuclei segmentation using semi-supervised stain deconvolution.
Haixin WangJian YangRyohei KatayamaMichiya MatsusakiTomoyuki MiyaoJinjia ZhouPublished in: MMAsia (2023)
Keyphrases
- semi supervised
- microscopic images
- microscopy images
- segmentation method
- semi supervised learning
- segmentation algorithm
- image segmentation
- medical images
- cell nuclei
- multiscale
- shape prior
- labeled data
- level set
- white blood cells
- least squares
- confocal images
- region growing
- energy function
- denoising
- image analysis
- fully automatic
- object segmentation
- image restoration
- cluster analysis
- quantitative evaluation
- microscope images
- supervised learning