Review of research on the instance segmentation of cell images.
Tingxi WenBinbin TongYu LiuTing PanYu DuYuping ChenShanshan ZhangPublished in: Comput. Methods Programs Biomed. (2022)
Keyphrases
- microscopic images
- microscopy images
- segmentation algorithm
- segmentation method
- cell segmentation
- microscope images
- image analysis
- fluorescence microscopy images
- cell nuclei
- adaptive thresholding
- edge detection
- segmentation accuracy
- image database
- image regions
- test images
- input image
- segmentation errors
- image segmentation
- segmented images
- cell nucleus
- three dimensional
- image features
- accurate segmentation
- image pixels
- ground truth
- unsupervised segmentation
- pixel wise
- image data
- image retrieval
- gray value
- confocal images
- piece wise
- grey level
- tubular structures
- gray level images
- intensity images
- object recognition
- image segments
- cardiac magnetic resonance
- white blood
- positron emission tomography
- low depth of field
- brain mr images
- image segmentation algorithms
- region growing
- fully automatic
- image registration
- watershed transform
- complex background
- low contrast
- multiple objects
- object segmentation
- multiscale
- image processing