Jiaxing Shi

Uncer2Natural: Uncertainty-Aware Unsupervised Image Denoising

Recently, unsupervised image denoising methods learning from paired noisy samples have received increasing attention. These methods build on the idea that the mean of multiple noisy images of the same scene is the ideal clean image. However, these methods ignore the effect of Aleatoric uncertainty i…