Ground Truth Annotator and 3D Dataset Generator for Validation of Nuclei Segmentation Programs.
Tzu-Ching WuXu WangDavid M. UmulisPublished in: CISP-BMEI (2019)
Keyphrases
- ground truth
- manually labeled
- microscopic images
- ground truth data
- segmented images
- segmentation method
- microscopy images
- image segmentation algorithms
- quantitative evaluation
- image segmentation
- level set
- segmentation algorithm
- test images
- region growing
- high quality
- medical images
- cell nuclei
- white blood cells
- object segmentation
- multiscale
- image analysis
- confocal images
- shape prior
- benchmark datasets
- energy function
- database
- edge detection
- automated detection
- contour detection
- region merging
- feature set
- basal ganglia
- semantic annotation
- fully automatic