Regularization by Denoising: Clarifications and New Interpretations

Edward T. Reehorst, Philip Schniter

Regularization by Denoising (RED), as recently proposed by Romano, Elad, and Milanfar, is powerful image-recovery framework that aims to minimize an explicit regularization objecti…