Solving Linear Inverse Problems Using the Prior Implicit in a Denoiser

Zahra Kadkhodaie, Eero P. Simoncelli

Prior probability models are a fundamental component of many image processing problems, but density estimation is notoriously difficult for high-dimensional signals such as photogr…