Nuclei and glands instance segmentation in histology images: a narrative review.
Esha Sadia NasirArshi ParvaizMuhammad Moazam FrazPublished in: Artif. Intell. Rev. (2023)
Keyphrases
- segmentation method
- microscopic images
- microscopy images
- segmentation algorithm
- cell nuclei
- image analysis
- test images
- image data
- segmented images
- image features
- grey level
- ground truth
- input image
- adaptive thresholding
- segmentation errors
- microscope images
- three dimensional
- edge detection
- image database
- pixel wise
- low depth of field
- image regions
- fully automatic
- tubular structures
- region growing
- medical images
- multiple objects
- quantitative evaluation
- mouse brain
- unsupervised segmentation
- piece wise
- image sequences
- accurate segmentation
- gray value
- image retrieval
- multiscale
- automated analysis
- white blood cells
- positron emission tomography
- shape prior
- automatic segmentation
- bounding box
- energy function
- pixel level
- active contours
- level set
- automatically segmented
- segmentation accuracy
- pigmented skin lesions
- automated detection
- confocal images
- foreground and background