Nucleus segmentation of white blood cells in blood smear images by modeling the pixels' intensities as a set of three Gaussian distributions.
Farid García-LamontAsdrúbal López ChauJair CervantesSergio RuizPublished in: Medical Biol. Eng. Comput. (2024)
Keyphrases
- white blood cells
- blood cells
- white blood
- automatic recognition
- gaussian distribution
- reference images
- intensity distribution
- gray value
- image pixels
- input image
- image regions
- segmentation algorithm
- segmenting images
- intensity values
- pixel values
- maximum likelihood
- gaussian model
- pixel wise
- image segments
- segmentation method
- gray level images
- automatic analysis
- grey level
- gaussian mixture model
- foreground and background
- multi variate
- test images
- probability distribution