20/05/2022.
For image denoising, there is an important line of work that uses the self-similarity principle that natural images obey: an image contains many image patches similar between each other. To remove noise, one can look for similar patches in an image and average them.
Keep reading at EPLL: image denoising using a Gaussian Mixture Model learned on a large set of patches.