Deep metric learning with mirror attention and fine triplet loss for fundus image retrieval in ophthalmology.
Jiansheng FangMing ZengXiaoqing ZhangHongbo LiuYitian ZhaoPeng ZhangHong YangJunling LiuHanpei MiaoYan HuJiang LiuPublished in: Biomed. Signal Process. Control. (2023)
Keyphrases
- metric learning
- image retrieval
- distance metric
- distance metric learning
- feature space
- semi supervised
- machine learning and pattern recognition
- dimensionality reduction
- distance function
- pairwise
- learning tasks
- multi task
- image database
- relevance feedback
- visual features
- semi supervised learning
- mahalanobis metric
- margin maximization
- text categorization
- subject to linear constraints
- image content
- data sets
- similarity measure
- neural network