Image Denoising with Gibbs Sampling (MCMC)

Concepts and Code Implementation

Photo by the author

In this tutorial, I will show you how to implement the Gibbs Sampling algorithm to denoise images.

Our goal is to restore the true image(left) by removing noise from a corrupted image(right) using Gibbs Sampling — a Markov Chain Monte Carlo (MCMC) method.