# Poisson Image Deconvolution by a Plug-and-Play Quantum Denoising Scheme

arXiv: https://arxiv.org/abs/2010.09321 · HTML: https://mlsanity.com/paper/2010.09321/

## Key facts

- Cited by 1 papers in the map (data through 14 Oct 2026).
- First posted on arXiv 19 Oct 2020.

## Built on by (most cited first, 1 of 1)

- [A Novel Image Denoising Algorithm Using Concepts of Quantum Many-Body Theory](https://mlsanity.com/paper/2112.09254/) (2021)

## Abstract (arXiv)

This paper introduces a new Plug-and-Play (PnP) alternating direction of multipliers (ADMM) scheme based on a recently proposed denoiser using the Schroedinger equation's solutions of quantum physics. The efficiency of the proposed algorithm is evaluated for Poisson image deconvolution, which is very common for imaging applications, such as, for example, limited photon acquisition. Numerical results show the superiority of the proposed scheme compared to recent state-of-the-art techniques, for both low and high signal-to-noise-ratio scenarios. This performance gain is mostly explained by the flexibility of the embedded quantum denoiser for different types of noise affecting the observations.