Nuclei & Glands Instance Segmentation in Histology Images: A Narrative Review.
Esha Sadia NasirArshi PerviazMuhammad Moazam FrazPublished in: CoRR (2022)
Keyphrases
- microscopic images
- segmentation method
- microscopy images
- segmentation algorithm
- cell nuclei
- test images
- image analysis
- image data
- image regions
- image database
- edge detection
- fully automatic
- input image
- accurate segmentation
- segmentation errors
- ground truth
- unsupervised segmentation
- segmented images
- level set
- adaptive thresholding
- three dimensional
- image segmentation algorithms
- pixel wise
- image features
- confocal images
- automatically segmented
- image segmentation
- segmentation accuracy
- quantitative evaluation
- low depth of field
- image retrieval
- image segments
- piece wise
- segmented regions
- multiple objects
- microscope images
- image slices
- intensity images
- object recognition
- tubular structures
- automatic segmentation
- grey level
- brain tumors
- energy function
- image gradient
- foreground and background
- gray value
- image registration
- markov random field
- medical images
- region growing
- pigmented skin lesions
- mouse brain
- low contrast
- automated analysis