Moments Matter: Posterior Recovery in Poisson Denoising via Log-Networks

Shirin Shoushtari, Edward P. Chandler, Ulugbek S. Kamilov

Poisson denoising plays a central role in photon-limited imaging applications such as microscopy, astronomy, and medical imaging. It is common to train deep learning models for den…