Transforming Noise Distributions with Histogram Matching: Towards a Single Denoiser for All

Sheng Fu, Junchao Zhang, Kailun Yang

Supervised Gaussian denoisers exhibit limited generalization when confronted with out-of-distribution noise, due to the diverse distributional characteristics of different noise ty…