v1v2 (latest)

Plug-and-Play ADMM for Image Restoration: Fixed Point Convergence and Applications

5 May 2016

Papers citing "Plug-and-Play ADMM for Image Restoration: Fixed Point Convergence and Applications"

45 / 145 papers shown

Title
Online Regularization by Denoising with Applications to Phase Retrieval Zihui Wu Yu Sun Jiaming Liu Ulugbek S. Kamilov 46 34 0 04 Sep 2019
Accelerating ADMM for Efficient Simulation and Optimization Juyong Zhang Yue Peng W. Ouyang Bailin Deng 52 55 0 01 Sep 2019
Deep Plug-and-Play Prior for Parallel MRI Reconstruction A. Yazdanpanah O. Afacan Simon K. Warfield 63 21 0 30 Aug 2019
BCD-Net for Low-dose CT Reconstruction: Acceleration, Convergence, and Generalization Il Yong Chun Xuehang Zheng Y. Long Jeffrey A. Fessler 3DV OOD 77 31 0 04 Aug 2019
Momentum-Net: Fast and convergent iterative neural network for inverse problems Il Yong Chun Zhengyu Huang Hongki Lim Jeffrey A. Fessler 116 82 0 26 Jul 2019
From Group Sparse Coding to Rank Minimization: A Novel Denoising Model for Low-level Image Restoration Yunyi Li Guan Gui Xiefeng Cheng 48 0 0 10 Jul 2019
Back-Projection based Fidelity Term for Ill-Posed Linear Inverse Problems Tom Tirer Raja Giryes 76 43 0 16 Jun 2019
Rethinking Atmospheric Turbulence Mitigation Nicholas Chimitt Zhiyuan Mao Guanzhe Hong Stanley H. Chan 53 7 0 17 May 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
Block Coordinate Regularization by Denoising Yu Sun Jiaming Liu Ulugbek S. Kamilov 89 84 0 13 May 2019
Deep Plug-and-play Prior for Low-rank Tensor Completion Xile Zhao Wen-Hao Xu Tai-Xiang Jiang Yao Wang Michael K. Ng 65 94 0 11 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
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 137 197 0 20 Mar 2019
Can learning from natural image denoising be used for seismic data interpolation? Hao Zhang Xiuyan Yang Jianwei Ma 53 72 0 27 Feb 2019
MoDL-MUSSELS: Model-Based Deep Learning for Multi-Shot Sensitivity Encoded Diffusion MRI H. Aggarwal M. Mani M. Jacob MedIm 74 44 0 19 Dec 2018
Super-Resolution via Image-Adapted Denoising CNNs: Incorporating External and Internal Learning Tom Tirer Raja Giryes SupR 115 57 0 30 Nov 2018
Task Embedded Coordinate Update: A Realizable Framework for Multivariate Non-convex Optimization Yiyang Wang Risheng Liu Long Ma Xiaoliang Song 49 3 0 05 Nov 2018
Regularized Fourier Ptychography using an Online Plug-and-Play Algorithm Yu Sun Shiqi Xu Yunzhe Li Lei Tian B. Wohlberg Ulugbek S. Kamilov 75 44 0 31 Oct 2018
Convolutional Deblurring for Natural Imaging Mahdi S. Hosseini Konstantinos N. Plataniotis 69 36 0 25 Oct 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
Class-Aware Fully-Convolutional Gaussian and Poisson Denoising Tal Remez Or Litany Raja Giryes A. Bronstein BDL 87 72 0 20 Aug 2018
On the Convergence of Learning-based Iterative Methods for Nonconvex Inverse Problems Risheng Liu Shichao Cheng Yi He Xin-Yue Fan Zhouchen Lin Zhongxuan Luo 81 68 0 16 Aug 2018
Learning Collaborative Generation Correction Modules for Blind Image Deblurring and Beyond Risheng Liu Yi He Shichao Cheng Xin-Yue Fan Zhongxuan Luo 51 18 0 31 Jul 2018
Compressed Sensing with Deep Image Prior and Learned Regularization Dave Van Veen A. Jalal Mahdi Soltanolkotabi Eric Price S. Vishwanath A. Dimakis 139 182 0 17 Jun 2018
Acceleration of RED via Vector Extrapolation Tao Hong Yaniv Romano Michael Elad 58 16 0 06 May 2018
Adaptive Quantile Sparse Image (AQuaSI) Prior for Inverse Imaging Problems Franziska Schirrmacher Thomas Köhler Christian Riess 58 5 0 06 Apr 2018
Nonlocality-Reinforced Convolutional Neural Networks for Image Denoising Cristóvão Cruz A. Foi V. Katkovnik K. Egiazarian 51 101 0 06 Mar 2018
prDeep: Robust Phase Retrieval with a Flexible Deep Network Christopher A. Metzler Philip Schniter Ashok Veeraraghavan Richard G. Baraniuk OOD 110 172 0 01 Mar 2018
Learning-based Image Reconstruction via Parallel Proximal Algorithm E. Bostan Ulugbek S. Kamilov Laura Waller 45 16 0 29 Jan 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
MoDL: Model Based Deep Learning Architecture for Inverse Problems H. Aggarwal M. Mani M. Jacob 183 1,026 0 07 Dec 2017
FFDNet: Toward a Fast and Flexible Solution for CNN based Image Denoising Peng Sun W. Zuo Lei Zhang 142 2,140 0 11 Oct 2017
CNN-Based Projected Gradient Descent for Consistent Image Reconstruction Harshit Gupta Kyong Hwan Jin H. Nguyen Michael T. McCann M. Unser 3DV 123 368 0 06 Sep 2017
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 49 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 62 146 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 1,849 0 11 Apr 2017
Scene-adapted plug-and-play algorithm with convergence guarantees Afonso M. Teodoro J. Bioucas-Dias Mário A. T. Figueiredo 32 2 0 08 Feb 2017
Deep Class Aware Denoising Tal Remez Or Litany Raja Giryes A. Bronstein 80 11 0 06 Jan 2017
Deeply Aggregated Alternating Minimization for Image Restoration Youngjung Kim Hyungjoo Jung Dongbo Min Kwanghoon Sohn 57 30 0 20 Dec 2016
The Little Engine that Could: Regularization by Denoising (RED) Yaniv Romano Michael Elad P. Milanfar DiffM 127 805 0 09 Nov 2016
Example-Based Image Synthesis via Randomized Patch-Matching Yi Ren Yaniv Romano Michael Elad 3DV 59 9 0 23 Sep 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 118 344 0 23 Dec 2015