Towards better understanding and better generalization of few-shot classification in histology images with contrastive learning.
Jiawei YangHanbo ChenJiangpeng YanXiaoyu ChenJianhua YaoPublished in: CoRR (2022)
Keyphrases
- image classification
- supervised learning
- image database
- learning process
- incremental learning
- three dimensional
- learning algorithm
- test images
- ground truth
- image data
- classification accuracy
- image analysis
- learning tasks
- reinforcement learning
- input image
- gabor filters
- image collections
- unsupervised learning
- decision trees
- active learning
- machine learning
- image registration
- learning machines
- preprocessing stage
- image retrieval
- support vector
- image set
- pattern recognition
- hyperspectral images
- learning phase
- skin lesion
- visual object recognition