Joint Optimization in Underwater Image Enhancement: A Training Framework Integrating Pixel-Level and Physical-Channel Techniques

Keyphrases

• Training Framework 100%
• Joint Optimization 100%
• Physical Channel 100%
• Pixel Level 100%
• Underwater Image Enhancement 100%
• Image-to-image 50%
• Physics-informed 50%
• Propagation Channel 16%
• Deep Learning Methods 16%
• Performance Improvement 16%
• Channel-based 16%
• State-of-the-art Techniques 16%
• Dehazing 16%
• Joint Loss Function 16%
• Underwater Image 16%
• Scattering Effect 16%
• Absorption Effect 16%
• Training Methodology 16%
• Real-world Underwater Images 16%
• Underwater Optical Image 16%
• Underwater Light Propagation 16%
• Color Correction 16%
• Underwater Image Formation Model 16%
• Marine Research 16%
• Fusion Module 16%

Engineering

• Joints (Structural Components) 100%
• Image Enhancement 100%
• Pixel Level 100%
• Physical Channel 100%
• Conducted Experiment 16%
• Propagation Channel 16%
• Loss Function 16%
• State-of-the-Art Method 16%
• Light Propagation 16%
• Scattering Effect 16%
• Image Formation 16%
• Deep Learning Method 16%
• Color Correction 16%
• Level Physic 16%

Earth and Planetary Sciences

• Image Enhancement 100%
• State of the Art 16%