DaCSeg: Divide and conquer for accurate overlapping chromosome instance segmentation in metaphase cell images.
Xinyu FanHui LiuHongdang ZhengJingfang ZhaiLin ZhangPublished in: Biomed. Signal Process. Control. (2024)
Keyphrases
- cell nucleus
- microscopic images
- microscopy images
- microscope images
- fluorescence microscopy images
- segmentation algorithm
- robust segmentation
- segmentation method
- cell nuclei
- accurate segmentation
- cell segmentation
- segmentation errors
- image data
- image analysis
- test images
- grey level
- image regions
- edge detection
- adaptive thresholding
- image database
- input image
- three dimensional
- pixel wise
- segmented images
- image slices
- ground truth
- image segmentation
- low depth of field
- piece wise
- genetic algorithm
- multiscale
- image registration
- multiple objects
- object recognition
- image retrieval
- fully automatic
- segmentation accuracy
- unsupervised segmentation
- image segmentation algorithms
- automated segmentation
- watershed transform
- pixel level
- region growing
- tubular structures
- confocal images
- region segmentation
- skin lesion
- automatically segmented
- gray value
- object segmentation
- cancer cells
- positron emission tomography
- segmentation result
- outdoor scenes
- foreground and background