The paper introduces degradation-estimation-based proxies for MSE, LPIPS, and consistency so that real-world image restoration methods can be ranked without ground truth.
Trainable Nonlinear Reac- tion Diffusion: A Flexible Framework for Fast and Effective Image Restoration
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Proxies for Distortion and Consistency with Applications for Real-World Image Restoration
The paper introduces degradation-estimation-based proxies for MSE, LPIPS, and consistency so that real-world image restoration methods can be ranked without ground truth.