Simultaneous Semantic and Instance Segmentation for Colon Nuclei Identification and Counting.
Lihao LiuChenyang HongAngelica I. Avilés-RiveroCarola-Bibiane SchönliebPublished in: MIUA (2022)
Keyphrases
- microscopic images
- microscopy images
- segmentation method
- image segmentation
- level set
- cell nuclei
- domain specific
- confocal images
- semantic information
- segmentation algorithm
- medical images
- image analysis
- semantic annotation
- segmentation accuracy
- multi channel
- image processing
- high level
- ground truth
- segmented images
- quantitative evaluation
- region growing
- semantic network
- semantic similarity
- active contours
- automatic segmentation
- shape prior
- fully unsupervised
- fully automatic
- ct colonography
- semantic web