MM-Retinal: Knowledge-Enhanced Foundational Pretraining with Fundus Image-Text Expertise.
Ruiqi WuChenran ZhangJianle ZhangYi ZhouTao ZhouHuazhu FuPublished in: CoRR (2024)
Keyphrases
- image features
- image data
- input image
- image analysis
- template matching
- image retrieval
- image segmentation
- domain knowledge
- image classification
- multiscale
- single image
- low level
- expert systems
- knowledge management
- image content
- image collections
- fundus images
- retinal images
- region of interest
- information retrieval
- high resolution
- scanned documents
- object recognition
- image regions
- pixel values
- feature points
- blood vessels
- prior knowledge
- test images
- edge detection
- hough transform
- segmentation method
- image representation
- text mining
- key concepts
- complex background
- subject matter
- shared knowledge
- similarity measure