An Interpretation of Regularization by Denoising and its Application with the Back-Projected Fidelity Term

Einav Yogev-Ofer, Tom Tirer, Raja Giryes

The vast majority of image recovery tasks are ill-posed problems. As such, methods that are based on optimization use cost functions that consist of both fidelity and prior (regula…