Application of an attention U-Net incorporating transfer learning for optic disc and cup segmentation.
Xiaoye ZhaoShengying WangJing ZhaoHai-Cheng WeiMing-Xia XiaoNa TaPublished in: Signal Image Video Process. (2021)
Keyphrases
- transfer learning
- optic disc
- fundus images
- learning tasks
- blood vessels
- level set
- knowledge transfer
- labeled data
- image segmentation
- reinforcement learning
- cross domain
- data mining
- segmentation algorithm
- domain adaptation
- prior knowledge
- data sets
- image processing
- machine learning
- segmentation scheme
- region growing
- circular hough transform
- text categorization
- text classification
- medical images
- edge detection
- text mining
- active learning
- learning process
- multiscale
- decision trees