On the Proof of Fixed-Point Convergence for Plug-and-Play ADMM

31 October 2019

Papers citing "On the Proof of Fixed-Point Convergence for Plug-and-Play ADMM"

17 / 17 papers shown

Title
A Unified Plug-and-Play Algorithm with Projected Landweber Operator for Split Convex Feasibility Problems Shuchang Zhang Hongxia Wang 54 0 0 22 Aug 2024
Plug-and-Play image restoration with Stochastic deNOising REgularization Marien Renaud Jean Prost Arthur Leclaire Nicolas Papadakis DiffM 156 8 0 01 Feb 2024
Prior Mismatch and Adaptation in PnP-ADMM with a Nonconvex Convergence Analysis Shirin Shoushtari Jiaming Liu Edward P. Chandler M. Salman Asif Ulugbek S. Kamilov 83 4 0 29 Sep 2023
Alternative design of DeepPDNet in the context of image restoration Mingyuan Jiu N. Pustelnik 67 2 0 20 Feb 2022
Gradient Step Denoiser for convergent Plug-and-Play Samuel Hurault Arthur Leclaire Nicolas Papadakis 70 97 0 07 Oct 2021
Fixed-Point and Objective Convergence of Plug-and-Play Algorithms Pravin Nair Ruturaj G. Gavaskar K. Chaudhury 97 39 0 21 Apr 2021
Plug-and-Play Methods Provably Converge with Properly Trained Denoisers Ernest K. Ryu Jialin Liu Sicheng Wang Xiaohan Chen Zhangyang Wang W. Yin AI4CE 89 354 0 14 May 2019
Super-Resolution via Image-Adapted Denoising CNNs: Incorporating External and Internal Learning Tom Tirer Raja Giryes SupR 115 57 0 30 Nov 2018
An Online Plug-and-Play Algorithm for Regularized Image Reconstruction Yu Sun B. Wohlberg Ulugbek S. Kamilov 54 209 0 12 Sep 2018
Performance Analysis of Plug-and-Play ADMM: A Graph Signal Processing Perspective Stanley H. Chan 81 58 0 31 Aug 2018
Regularization by Denoising: Clarifications and New Interpretations E. T. Reehorst Philip Schniter 142 222 0 06 Jun 2018
Denoising Prior Driven Deep Neural Network for Image Restoration W. Dong Peiyao Wang W. Yin Guangming Shi Fangfang Wu Xiaotong Lu SupR 90 425 0 21 Jan 2018
Plug-and-Play Unplugged: Optimization Free Reconstruction using Consensus Equilibrium G. Buzzard Stanley H. Chan S. Sreehari Charles A. Bouman 85 186 0 24 May 2017
Learning Proximal Operators: Using Denoising Networks for Regularizing Inverse Imaging Problems Tim Meinhardt Michael Möller C. Hazirbas Daniel Cremers 105 357 0 11 Apr 2017
The Little Engine that Could: Regularization by Denoising (RED) Yaniv Romano Michael Elad P. Milanfar DiffM 131 805 0 09 Nov 2016
Plug-and-Play ADMM for Image Restoration: Fixed Point Convergence and Applications Stanley H. Chan Xiran Wang Omar A. Elgendy 98 772 0 05 May 2016
Plug-and-Play Priors for Bright Field Electron Tomography and Sparse Interpolation S. Sreehari S. Venkatakrishnan B. Wohlberg L. Drummy Jeff P. Simmons Charles A. Bouman 124 344 0 23 Dec 2015