TopoSemiSeg: Enforcing Topological Consistency for Semi-Supervised Segmentation of Histopathology Images.
Meilong XuXiaoling HuSaumya GuptaShahira AbousamraChao ChenPublished in: CoRR (2023)
Keyphrases
- histopathology images
- semi supervised
- global consistency
- image segmentation
- segmentation algorithm
- semi supervised learning
- level set
- segmentation method
- fully automatic
- multi view
- unlabeled data
- image analysis
- energy function
- region growing
- segmented images
- medical images
- labeled data
- background subtraction
- object segmentation
- constrained clustering
- semantic segmentation
- machine learning
- pairwise
- ground truth
- semi supervised classification
- segmentation accuracy
- subspace learning
- edge detection