Uni4Eye: Unified 2D and 3D Self-supervised Pre-training via Masked Image Modeling Transformer for Ophthalmic Image Classification.
Zhiyuan CaiLi LinHuaqing HeXiaoying TangPublished in: CoRR (2022)
Keyphrases
- image classification
- image representation
- image features
- classifier training
- image content
- image data
- input image
- multiscale
- image retrieval
- image analysis
- bag of words
- visual features
- image collections
- class specific
- pixel values
- feature extraction
- similarity measure
- single image
- labeled images
- bag of features
- natural images
- region of interest
- keypoints
- fault diagnosis
- segmentation method
- image segmentation
- object detection
- training set
- feature space
- training data
- image sequences