Voting-based segmentation of overlapping nuclei in clarity images.
Benjamin QuachtranLuis de la Torre UbietaMarianna YusupovaDaniel H. GeschwindDavid W. ShattuckPublished in: ISBI (2018)
Keyphrases
- microscopic images
- segmentation method
- microscopy images
- segmentation algorithm
- cell nuclei
- image analysis
- image database
- test images
- image data
- input image
- fully automatic
- accurate segmentation
- edge detection
- segmentation errors
- segmented images
- unsupervised segmentation
- image regions
- adaptive thresholding
- three dimensional
- piece wise
- quantitative evaluation
- voting method
- automatically segmented
- confocal images
- image segmentation
- low depth of field
- object recognition
- ground truth
- object segmentation
- intensity images
- image registration
- medical images
- level set
- microscope images
- brain mr images
- cardiac magnetic resonance
- white blood cells
- region growing
- pixel wise
- bounding box
- grey level
- segmented regions
- automatic segmentation
- active contours
- electron microscopy
- image segmentation algorithms
- pixel level
- fundamental problem in computer vision
- brain tumors
- segmentation accuracy