Automated Quantification of White Blood Cells in Light Microscopy Muscle Images: Segmentation Augmented by CNN.
Yang JiaoBarbara St. Pierre SchneiderEmma E. RegentovaMei YangPublished in: ICVISP (2018)
Keyphrases
- white blood cells
- image analysis
- microscopy images
- automated segmentation
- segmentation algorithm
- fully automatic
- segmentation method
- image database
- microscopic images
- accurate segmentation
- input image
- white blood
- image data
- edge detection
- cell nuclei
- test images
- image features
- cell segmentation
- quantitative evaluation
- adaptive thresholding
- segmentation errors
- pixel wise
- image regions
- image slices
- ground truth
- image registration
- level set
- piece wise
- segmented images
- grey level
- segmentation accuracy
- three dimensional
- image stacks
- confocal images
- automatically segmented
- tubular structures
- image segments
- microscope images
- automated analysis
- pixel level
- low contrast
- shape prior
- automatic recognition
- image segmentation
- image retrieval
- intensity images
- low depth of field
- multiple objects
- mr images
- medical imaging
- region growing
- foreground and background