AL-Annotator: An Active Learning-based Cervical Cell Annotation System.
Yangbo JiangShuting ZhangJinggen WuXumei ZhuXiao LiuNenggan ZhengPublished in: ICPADS (2023)
Keyphrases
- active learning
- microscopy images
- confocal images
- semantic annotation
- annotation effort
- supervised learning
- learning algorithm
- manual annotation
- learning process
- machine learning
- semi supervised
- selective sampling
- learning strategies
- training set
- random sampling
- unlabeled data
- training examples
- region growing
- cost sensitive
- image retrieval
- batch mode
- sample selection
- x ray images
- pool based active learning
- data sets
- automatic annotation
- image annotation
- computer aided
- labeled data
- learning environment
- metadata