Unsupervised Data-Driven Nuclei Segmentation For Histology Images.
Vasileios MagoulianitisPeida HanYijing YangC.-C. Jay KuoPublished in: CoRR (2021)
Keyphrases
- data driven
- microscopic images
- segmentation method
- image analysis
- microscopy images
- segmentation algorithm
- cell nuclei
- test images
- adaptive thresholding
- image database
- image data
- image features
- unsupervised segmentation
- ground truth
- segmentation errors
- edge detection
- accurate segmentation
- segmented images
- image regions
- fully automatic
- three dimensional
- low depth of field
- region growing
- segmentation accuracy
- image segmentation
- tubular structures
- microscope images
- image registration
- pigmented skin lesions
- automatically segmented
- medical images
- image segmentation algorithms
- input image
- pixel level
- piece wise
- image segments
- grey level
- level set
- mouse brain
- image retrieval
- quantitative evaluation
- object recognition
- multiscale
- watershed segmentation
- automated detection
- energy function
- pixel wise
- intensity images
- bounding box