Super-Resolution via Image-Adapted Denoising CNNs: Incorporating External and Internal Learning

Keyphrases

• Super-resolution 100%
• External Learning 100%
• Denoising CNN 100%
• Internal Learning 100%
• Deep Learning 66%
• Observation Model 66%
• Plug-and-play 66%
• Single Image 33%
• Training Phase 33%
• State-of-the-art Techniques 33%
• Resolver 33%
• Acquisition Process 33%
• Game Strategy 33%
• Downscaling 33%
• Inverse Problem 33%
• Performance Loss 33%
• Generalization Ability 33%
• Deep Neural Network 33%
• Optimization Scheme 33%
• Model Optimization 33%
• Image Super-resolution 33%
• Real Observations 33%
• Bicubic 33%
• Generalized Inverse 33%
• Model Mismatch 33%
• Gaussian Denoiser 33%
• Popular Datasets 33%
• Low-resolution Images 33%
• Image-adaptive 33%

Computer Science

• super resolution 100%
• de-noising 100%
• Convolutional Neural Network 100%
• Deep Learning Method 50%
• Inverse Problem 25%
• Deep Neural Network 25%
• Training Phase 25%
• Acquisition Process 25%
• Performance Loss 25%
• Low Resolution Image 25%