Plug-and-Play Quantum Adaptive Denoiser for Deconvolving Poisson Noisy Images
Sayantan Dutta,
Adrian Basarab,
Bertrand Georgeot
et al.
Abstract:A new Plug-and-Play (PnP) alternating direction of multipliers (ADMM) scheme is proposed in this paper, by embedding a recently introduced adaptive denoiser using the Schroedinger equation's solutions of quantum physics. The potential of the proposed model is studied for Poisson image deconvolution, which is a common problem occurring in number of imaging applications, such as, for example, limited photon acquisition or X-ray computed tomography. Numerical results show the efficiency and good adaptability of t… Show more
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