Nuclei probability and centroid map network for nuclei instance segmentation in histology images.
Syed Nauyan RashidMuhammad Moazam FrazPublished in: Neural Comput. Appl. (2023)
Keyphrases
- microscopic images
- microscopy images
- cell nuclei
- segmentation method
- segmentation algorithm
- microscope images
- white blood cells
- image analysis
- automated analysis
- ground truth
- test images
- segmentation accuracy
- watershed transform
- automated detection
- edge detection
- image database
- low contrast
- image regions
- fully automatic
- region growing
- electron microscopy
- confocal images
- live cell imaging
- segmented images
- image features
- segmentation errors
- adaptive thresholding
- pixel level
- image segmentation algorithms
- accurate segmentation
- unsupervised segmentation
- mathematical morphology
- image registration
- image data
- image retrieval
- grey level
- pixel wise
- multiscale
- medical image analysis
- multi channel
- mr images
- energy function