Hierarchical nucleus segmentation in digital pathology images.
Yi GaoVadim RatnerLiangjia ZhuTammy DiprimaTahsin M. KurçAllen R. TannenbaumJoel H. SaltzPublished in: Medical Imaging: Digital Pathology (2016)
Keyphrases
- segmentation method
- segmentation algorithm
- image analysis
- image regions
- test images
- image data
- cell nuclei
- segmented images
- unsupervised segmentation
- adaptive thresholding
- edge detection
- accurate segmentation
- input image
- segmentation accuracy
- image retrieval
- tubular structures
- image classification
- fully automatic
- image slices
- grey level
- three dimensional
- multiscale
- digital imaging
- cell nucleus
- foreground and background
- image segmentation algorithms
- piece wise
- microscopic images
- ground truth
- segmentation errors
- low level image segmentation
- low depth of field
- image segmentation
- image features
- region growing
- gray value
- object recognition
- white blood cells
- imaging technology
- image segments
- object segmentation
- watershed transform
- pixel level
- color features
- microscopy images
- shape prior
- skin lesion
- watershed segmentation
- medical imaging
- level set
- image registration
- automatic segmentation
- automatically segmented
- blood vessels
- complex background
- image processing