Poisson Inverse Problems by the Plug-and-Play scheme

8 November 2015

Papers citing "Poisson Inverse Problems by the Plug-and-Play scheme"

23 / 23 papers shown

Title
Image Denoising: The Deep Learning Revolution and Beyond -- A Survey Paper -- Michael Elad Bahjat Kawar Gregory Vaksman 98 82 0 09 Jan 2023
Alternative design of DeepPDNet in the context of image restoration Mingyuan Jiu N. Pustelnik 67 2 0 20 Feb 2022
Preconditioned Plug-and-Play ADMM with Locally Adjustable Denoiser for Image Restoration Mikael Le Pendu C. Guillemot 72 17 0 01 Oct 2021
Fixed-Point and Objective Convergence of Plug-and-Play Algorithms Pravin Nair Ruturaj G. Gavaskar K. Chaudhury 94 39 0 21 Apr 2021
Learning to Optimize: A Primer and A Benchmark Tianlong Chen Xiaohan Chen Wuyang Chen Howard Heaton Jialin Liu Zhangyang Wang W. Yin 264 237 0 23 Mar 2021
TFPnP: Tuning-free Plug-and-Play Proximal Algorithm with Applications to Inverse Imaging Problems Kaixuan Wei Angelica Aviles-Rivero Jingwei Liang Ying Fu Hua Huang Carola-Bibiane Schönlieb 74 35 0 18 Nov 2020
Regularized Compression of MRI Data: Modular Optimization of Joint Reconstruction and Coding Veronica Corona Yehuda Dar Guy B. Williams Carola-Bibiane Schönlieb MedIm 44 0 0 08 Oct 2020
Tuning-free Plug-and-Play Proximal Algorithm for Inverse Imaging Problems Kaixuan Wei Angelica Aviles-Rivero Jingwei Liang Ying Fu Carola-Bibiane Schönlieb Hua Huang 80 105 0 22 Feb 2020
Investigating Customization Strategies and Convergence Behaviors of Task-specific ADMM Risheng Liu Pan Mu Jin Zhang 50 6 0 24 Sep 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 89 354 0 14 May 2019
Deep Plug-and-Play Super-Resolution for Arbitrary Blur Kernels Kai Zhang W. Zuo Lei Zhang SupR 58 363 0 29 Mar 2019
DeepRED: Deep Image Prior Powered by RED G. Mataev Michael Elad P. Milanfar SupR 94 196 0 25 Mar 2019
Performance Analysis of Plug-and-Play ADMM: A Graph Signal Processing Perspective Stanley H. Chan 81 58 0 31 Aug 2018
Class-Aware Fully-Convolutional Gaussian and Poisson Denoising Tal Remez Or Litany Raja Giryes A. Bronstein BDL 87 72 0 20 Aug 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 Convex Regularizers for Optimal Bayesian Denoising H. Nguyen E. Bostan M. Unser 44 19 0 16 May 2017
MuLoG, or How to apply Gaussian denoisers to multi-channel SAR speckle reduction? Charles-Alban Deledalle L. Denis Sonia Tabti F. Tupin 60 146 0 18 Apr 2017
Learning Proximal Operators: Using Denoising Networks for Regularizing Inverse Imaging Problems Tim Meinhardt Michael Möller C. Hazirbas Daniel Cremers 103 357 0 11 Apr 2017
Learning Deep CNN Denoiser Prior for Image Restoration Peng Sun W. Zuo Shuhang Gu Lei Zhang SupR 156 1,848 0 11 Apr 2017
Deep Class Aware Denoising Tal Remez Or Litany Raja Giryes A. Bronstein 77 11 0 06 Jan 2017
Deep Convolutional Denoising of Low-Light Images Tal Remez Or Litany Raja Giryes A. Bronstein 71 64 0 06 Jan 2017
Plug-and-Play ADMM for Image Restoration: Fixed Point Convergence and Applications Stanley H. Chan Xiran Wang Omar A. Elgendy 82 772 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 113 344 0 23 Dec 2015