Segmentation of nuclei in digital pathology images.
Pei Fang GuoAlan EvansPrabir BhattacharyaPublished in: ICCI*CC (2016)
Keyphrases
- microscopic images
- segmentation method
- cell nuclei
- microscopy images
- segmentation algorithm
- image analysis
- test images
- image database
- input image
- image regions
- unsupervised segmentation
- segmentation accuracy
- ground truth
- segmented images
- pixel wise
- segmentation errors
- three dimensional
- edge detection
- grey level
- image data
- accurate segmentation
- tubular structures
- image segmentation
- fully automatic
- microscope images
- image retrieval
- image slices
- white blood cells
- image features
- region growing
- piece wise
- object recognition
- adaptive thresholding
- intensity images
- confocal images
- multiple objects
- automatically segmented
- cardiac magnetic resonance
- low depth of field
- watershed transform
- image segmentation algorithms
- image registration
- pixel level
- quantitative evaluation
- image segments
- image gradient
- level set
- object segmentation