Segmentation of Cell Nuclei in Histology Images with Vision Transformer Based U-Net Models.
Serdar YildizAbbas MemisSongül VarliPublished in: SIU (2024)
Keyphrases
- cell nuclei
- fluorescence microscopy images
- microscope images
- automated analysis
- automated detection
- quantitative analysis
- microscopy images
- segmentation method
- segmentation algorithm
- watershed transform
- cell nucleus
- low contrast
- image analysis
- quantitative evaluation
- input image
- nonrigid registration
- image registration
- edge detection
- cancer diagnosis
- histopathological images
- computer vision
- segmented images
- ground truth
- image segmentation
- visual inspection
- unsupervised segmentation
- image data
- region growing
- level set
- multiscale
- mathematical morphology
- fully automatic
- image processing