A generic fundus image enhancement network boosted by frequency self-supervised representation learning

Keyphrases

• Self-supervised Representation Learning 100%
• Fundus Image Enhancement 100%
• Image Enhancement 40%
• Fundus Image 40%
• Degraded Image 40%
• Retinal Structure 20%
• Clinical Deployment 20%
• Superior Performance 20%
• Ophthalmologist 20%
• Fundus Image Analysis 20%
• Clinical Examination 20%
• Fundus 20%
• Intelligent Systems 20%
• Robust Structure 20%
• Comprehensive Experiment 20%
• Data Dependency 20%
• Representation Learning 20%
• Image Degradation 20%
• Deployment Efficiency 20%
• Learning Enhancement 20%
• Data Demand 20%
• Data-limited 20%
• Image Frequency 20%
• Structure-aware Representation 20%
• Fundus Photography 20%
• Enhancement Algorithm 20%
• Frequency Information 20%
• Coupled Representation 20%

Computer Science

• Image Enhancement 100%
• Self-Supervised Representation Learning 100%
• Degraded Image 28%
• Image Quality 14%
• Image Analysis 14%
• Performance Enhancement 14%
• Superior Performance 14%
• Representation Learning 14%
• Generalizability 14%
• Data Dependency 14%
• Frequency Information 14%
• Generic Algorithm 14%
• Image Frequency 14%

Engineering

• Image Enhancement 100%
• Degraded Image 28%
• Applicability 14%
• Image Analysis 14%
• Image Frequency 14%