Boundary-aware Contrastive Learning for Semi-supervised Nuclei Instance Segmentation.
Ye ZhangZiyue WangYifeng WangHao BianLinghan CaiHengrui LiLingbo ZhangYongbing ZhangPublished in: CoRR (2024)
Keyphrases
- semi supervised
- learning process
- supervised learning
- reinforcement learning
- active learning
- segmentation method
- semi supervised learning
- image segmentation
- learning algorithm
- labeled and unlabeled data
- incremental learning
- region growing
- learning tasks
- machine learning
- microscopy images
- background knowledge
- boundary estimation
- learning systems
- labeled data
- online learning
- text classification
- medical images
- edge detection
- pairwise