One-shot active learning for image segmentation via contrastive learning and diversity-based sampling.
Qiuye JinMingzhi YuanQin QiaoZhijian SongPublished in: Knowl. Based Syst. (2022)
Keyphrases
- active learning
- learning process
- image segmentation
- supervised learning
- learning systems
- learning algorithm
- prior knowledge
- knowledge acquisition
- feature selection
- decision trees
- graph cuts
- cost sensitive
- data sets
- incremental learning
- segmentation method
- training examples
- segmentation algorithm
- unsupervised learning
- semi supervised
- training set
- learning environment
- image processing