Segmentation of Nuclei in Histopathology Images by Deep Regression of the Distance Map.
Peter NaylorMarick LaeFabien ReyalThomas WalterPublished in: IEEE Trans. Medical Imaging (2019)
Keyphrases
- distance map
- distance maps
- histopathology images
- microscopic images
- microscopy images
- signed distance
- distance transform
- segmentation method
- image segmentation
- level set
- segmentation algorithm
- cell nuclei
- density function
- voronoi diagram
- object segmentation
- multiscale
- shape prior
- convex hull
- model selection
- medical images
- semi supervised