v1v2 (latest)

Image Restoration and Reconstruction using Variable Splitting and Class-adapted Image Priors

12 February 2016

Afonso M. Teodoro

J. Bioucas-Dias

Mário A. T. Figueiredo

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Papers citing "Image Restoration and Reconstruction using Variable Splitting and Class-adapted Image Priors"

20 / 20 papers shown

Title
Deep Generalized Unfolding Networks for Image Restoration Chong Mou Qian Wang Jian Zhang 109 195 0 28 Apr 2022
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
Plug-and-Play Image Restoration with Deep Denoiser Prior Peng Sun Yawei Li W. Zuo Lei Zhang Luc Van Gool Radu Timofte DiffM SupR 131 813 0 31 Aug 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
Online Regularization by Denoising with Applications to Phase Retrieval Zihui Wu Yu Sun Jiaming Liu Ulugbek S. Kamilov 46 34 0 04 Sep 2019
Back-Projection based Fidelity Term for Ill-Posed Linear Inverse Problems Tom Tirer Raja Giryes 76 43 0 16 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 89 354 0 14 May 2019
Blur Removal via Blurred-Noisy Image Pair Chunzhi Gu Xuequan Lu Ying He Chao Zhang 36 5 0 26 Mar 2019
Super-Resolution via Image-Adapted Denoising CNNs: Incorporating External and Internal Learning Tom Tirer Raja Giryes SupR 113 57 0 30 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
An Online Plug-and-Play Algorithm for Regularized Image Reconstruction Yu Sun B. Wohlberg Ulugbek S. Kamilov 54 209 0 12 Sep 2018
Class-Aware Fully-Convolutional Gaussian and Poisson Denoising Tal Remez Or Litany Raja Giryes A. Bronstein BDL 87 72 0 20 Aug 2018
Denoising Prior Driven Deep Neural Network for Image Restoration W. Dong Peiyao Wang W. Yin Guangming Shi Fangfang Wu Xiaotong Lu SupR 90 424 0 21 Jan 2018
Blind image deblurring using class-adapted image priors Marina Ljubenović Mário A. T. Figueiredo VLM 41 17 0 06 Sep 2017
Class-specific image denoising using importance sampling Milad Niknejad J. Bioucas-Dias Mário A. T. Figueiredo DiffM 71 8 0 21 Jun 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
Scene-adapted plug-and-play algorithm with convergence guarantees Afonso M. Teodoro J. Bioucas-Dias Mário A. T. Figueiredo 27 2 0 08 Feb 2017
A Gaussian Mixture MRF for Model-Based Iterative Reconstruction with Applications to Low-Dose X-ray CT Ruoqiao Zhang Dong Hye Ye D. Pal Jean-Baptiste Thibault K. Sauer Charles A. Bouman 41 31 0 12 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