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ResearchFormerly WizWand

Image Denoising on SIDD Google Pixel (test)

46.56PSNRPAP + HB
36.253638.929341.60544.2807Oct 10, 2021
Updated 8mo ago

Evaluation results

MethodLinks
PAP + HBNoise Model Category=Real-noise-based, Backbone=U-shape net (SID), Synthesis method=pattern-aligned patch sampling with high-bit refinement2021.1046.5697.8
Pixel-wiseNoise Model Category=Real-noise-based, Backbone=U-shape net (SID)2021.1046.5297.7
Calibrated P-GNoise Model Category=Physics-based, Backbone=U-shape net (SID)2021.1046.4897.6
ELDNoise Model Category=Physics-based, Backbone=U-shape net (SID)2021.1046.4397.7
Camera-Aware GANNoise Model Category=DNN-based, Backbone=U-shape net (SID)2021.1045.9697.5
Noise FlowNoise Model Category=DNN-based, Backbone=U-shape net (SID)2021.1045.1596.2
Paired dataNoise Model Category=Real-noise-based, Backbone=U-shape net (SID)2021.1044.5895.5
In-Camera P-GNoise Model Category=Physics-based, Backbone=U-shape net (SID)2021.1036.6577.6