Slide-specific models for segmentation of differently stained digital histopathology whole slide images.
Nicolas BrieuOlivier PaulyJohannes ZimmermannGerd Karl BinnigGünter SchmidtPublished in: Medical Imaging: Image Processing (2016)
Keyphrases
- microscopic images
- segmentation algorithm
- microscopy images
- segmentation method
- cell nuclei
- image analysis
- test images
- edge detection
- image regions
- image data
- ground truth
- unsupervised segmentation
- segmentation accuracy
- parametric models
- fully automatic
- image database
- image segmentations
- segmentation errors
- accurate segmentation
- digital image analysis
- three dimensional
- microscope images
- input image
- quantitative evaluation
- tubular structures
- pixel level
- image features
- segmented images
- grey level
- foreground and background
- tissue samples
- random fields
- region growing
- adaptive thresholding
- shape variations
- image processing
- multiple objects
- level set
- histological images
- automatically segmented
- image sequences
- image retrieval
- image registration
- image segments
- segmented regions
- shape prior
- watershed transform
- image segmentation algorithms
- image gradient