SatFormer: Saliency-Guided Abnormality-Aware Transformer for Retinal Disease Classification in Fundus Image.
Yankai JiangKe XuXinyue WangYuan LiHongguang CuiYubo TaoHai LinPublished in: IJCAI (2022)
Keyphrases
- age related macular degeneration
- image classification
- image analysis
- image data
- input image
- image retrieval
- image content
- image representation
- single image
- fundus images
- image features
- classification accuracy
- segmentation method
- image segmentation
- retinal images
- blood vessels
- region of interest
- multiscale
- image regions
- salient region detection
- image structure
- preprocessing stage
- similarity measure
- retinal fundus images
- bayesian framework
- image registration
- feature selection
- feature extraction
- salient points
- low level
- pixel level
- edge detection
- information content
- training set
- keypoints