Fixed-Point and Objective Convergence of Plug-and-Play Algorithms

21 April 2021

Papers citing "Fixed-Point and Objective Convergence of Plug-and-Play Algorithms"

29 / 29 papers shown

Title
Self-supervised Deep Hyperspectral Inpainting with the Plug and Play and Deep Image Prior Models Shuo Li Mehrdad Yaghoobi 90 0 0 14 Jan 2025
Regularization by Denoising via Fixed-Point Projection (RED-PRO) Regev Cohen Michael Elad P. Milanfar 43 106 0 01 Aug 2020
Plug-and-play ISTA converges with kernel denoisers Ruturaj G. Gavaskar K. Chaudhury 29 33 0 07 Apr 2020
On the Proof of Fixed-Point Convergence for Plug-and-Play ADMM Ruturaj G. Gavaskar K. Chaudhury 46 13 0 31 Oct 2019
Algorithmic Guarantees for Inverse Imaging with Untrained Network Priors Gauri Jagatap Chinmay Hegde 51 73 0 20 Jun 2019
Plug-and-Play Methods Provably Converge with Properly Trained Denoisers Ernest K. Ryu Jialin Liu Sicheng Wang Xiaohan Chen Zhangyang Wang W. Yin AI4CE 54 350 0 14 May 2019
Block Coordinate Regularization by Denoising Yu Sun Jiaming Liu Ulugbek S. Kamilov 46 84 0 13 May 2019
Deep Plug-and-Play Super-Resolution for Arbitrary Blur Kernels Kai Zhang W. Zuo Lei Zhang SupR 38 361 0 29 Mar 2019
DeepRED: Deep Image Prior Powered by RED G. Mataev Michael Elad P. Milanfar SupR 56 193 0 25 Mar 2019
Plug and play methods for magnetic resonance imaging (long version) Rizwan Ahmad Charles A. Bouman G. Buzzard Stanley H. Chan Sizhuo Liu E. T. Reehorst Philip Schniter 63 193 0 20 Mar 2019
Linearized ADMM and Fast Nonlocal Denoising for Efficient Plug-and-Play Restoration V. S. Unni Sanjay Ghosh K. Chaudhury 38 16 0 18 Jan 2019
An Online Plug-and-Play Algorithm for Regularized Image Reconstruction Yu Sun B. Wohlberg Ulugbek S. Kamilov 34 207 0 12 Sep 2018
Performance Analysis of Plug-and-Play ADMM: A Graph Signal Processing Perspective Stanley H. Chan 37 57 0 31 Aug 2018
Regularization by Denoising: Clarifications and New Interpretations E. T. Reehorst Philip Schniter 65 217 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 54 421 0 21 Jan 2018
Deep Mean-Shift Priors for Image Restoration Siavash Bigdeli Meiguang Jin Paolo Favaro Matthias Zwicker 28 136 0 12 Sep 2017
Plug-and-Play Unplugged: Optimization Free Reconstruction using Consensus Equilibrium G. Buzzard Stanley H. Chan S. Sreehari Charles A. Bouman 53 184 0 24 May 2017
MuLoG, or How to apply Gaussian denoisers to multi-channel SAR speckle reduction? Charles-Alban Deledalle L. Denis Sonia Tabti F. Tupin 35 146 0 18 Apr 2017
Learning Proximal Operators: Using Denoising Networks for Regularizing Inverse Imaging Problems Tim Meinhardt Michael Möller C. Hazirbas Daniel Cremers 58 357 0 11 Apr 2017
Learning Deep CNN Denoiser Prior for Image Restoration Peng Sun W. Zuo Shuhang Gu Lei Zhang SupR 126 1,841 0 11 Apr 2017
One Network to Solve Them All --- Solving Linear Inverse Problems using Deep Projection Models Jen-Hao Rick Chang Chun-Liang Li Barnabás Póczós B. Kumar Aswin C. Sankaranarayanan 43 347 0 29 Mar 2017
Multi-resolution Data Fusion for Super-Resolution Electron Microscopy S. Sreehari S. Venkatakrishnan Katherine Bouman Jeff P. Simmons L. Drummy Charles A. Bouman 18 31 0 28 Nov 2016
The Little Engine that Could: Regularization by Denoising (RED) Yaniv Romano Michael Elad P. Milanfar DiffM 63 795 0 09 Nov 2016
Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising Peng Sun W. Zuo Yunjin Chen Deyu Meng Lei Zhang SupR 119 6,962 0 13 Aug 2016
Plug-and-Play ADMM for Image Restoration: Fixed Point Convergence and Applications Stanley H. Chan Xiran Wang Omar A. Elgendy 55 762 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 64 341 0 23 Dec 2015
Poisson Inverse Problems by the Plug-and-Play scheme A. Rond Raja Giryes Michael Elad 60 129 0 08 Nov 2015
Trainable Nonlinear Reaction Diffusion: A Flexible Framework for Fast and Effective Image Restoration Yunjin Chen Thomas Pock DiffM 44 1,187 0 12 Aug 2015
Image Deblurring and Super-resolution by Adaptive Sparse Domain Selection and Adaptive Regularization W. Dong Lei Zhang Guangming Shi Xiaolin Wu 87 1,351 0 06 Dec 2010