Plug-and-Play Image Restoration with Deep Denoiser Prior

31 August 2020

Peng Sun

Yawei Li

W. Zuo

Lei Zhang

Luc Van Gool

Radu Timofte

DiffM

SupR

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Papers citing "Plug-and-Play Image Restoration with Deep Denoiser Prior"

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LIT-Former: Linking In-plane and Through-plane Transformers for Simultaneous CT Image Denoising and Deblurring Zhihao Chen Chuang Niu Qi Gao Ge Wang Hongming Shan MedIm ViT 3DV 36 20 0 21 Feb 2023
A deep convolutional neural network for salt-and-pepper noise removal using selective convolutional blocks A. Rafiee Mahmoud Farhang 21 13 0 10 Feb 2023
CiaoSR: Continuous Implicit Attention-in-Attention Network for Arbitrary-Scale Image Super-Resolution Jingyun Liang Qin Wang Yongqin Xian Yawei Li Bingbing Ni Zhi-peng Pi Peng Sun Yulun Zhang Radu Timofte Luc Van Gool SupR 27 50 0 08 Dec 2022
Differentiable Uncalibrated Imaging Sidharth Gupta K. Kothari Valentin Debarnot Ivan Dokmanić MedIm 27 4 0 18 Nov 2022
DeepDC: Deep Distance Correlation as a Perceptual Image Quality Evaluator Hanwei Zhu Baoliang Chen Lingyu Zhu Shiqi Wang Weisi Lin 25 6 0 09 Nov 2022
Robustness of Deep Equilibrium Architectures to Changes in the Measurement Model Jun-Hao Hu Shirin Shoushtari Zihao Zou Jiaming Liu Zhixin Sun Ulugbek S. Kamilov 59 4 0 01 Nov 2022
Provably Convergent Plug & Play Linearized ADMM, applied to Deblurring Spatially Varying Kernels Charles Laroche Andrés Almansa Eva Coupeté Matias Tassano 29 2 0 19 Oct 2022
Spherical Image Inpainting with Frame Transformation and Data-driven Prior Deep Networks Jianfei Li Chao Huang Raymond H. F. Chan Han Feng M. Ng T. Zeng 24 4 0 29 Sep 2022
Swin2SR: SwinV2 Transformer for Compressed Image Super-Resolution and Restoration Marcos V. Conde Ui-Jin Choi Maxime Burchi Radu Timofte ViT 59 135 0 22 Sep 2022
MetaDIP: Accelerating Deep Image Prior with Meta Learning Kevin Zhang Mingyang Xie Maharshi Gor Yi-Ting Chen Yvonne Zhou Christopher A. Metzler AI4CE 18 5 0 18 Sep 2022
MIPI 2022 Challenge on RGBW Sensor Re-mosaic: Dataset and Report Qingyu Yang Guang Yang Jun Jiang Chongyi Li Ruicheng Feng Shangchen Zhou Wenxiu Sun Qingpeng Zhu Chen Change Loy Liang Feng 14 5 0 15 Sep 2022
Video Restoration with a Deep Plug-and-Play Prior Antoine Monod J. Delon Matias Tassano Andrés Almansa 32 1 0 06 Sep 2022
$2nd Place Solutions for UG2+ Challenge 2022 -- D$^{3}$Net for Mitigating Atmospheric Turbulence from Images$ 2nd Place Solutions for UG2+ Challenge 2022 -- D $^{3}$ Net for Mitigating Atmospheric Turbulence from Images Sunder Ali Khowaja I. Lee Jiseok Yoon 28 0 0 25 Aug 2022
REPNP: Plug-and-Play with Deep Reinforcement Learning Prior for Robust Image Restoration Chong Wang Rongkai Zhang S. Ravishankar Bihan Wen 25 4 0 25 Jul 2022
Content-aware Scalable Deep Compressed Sensing Bin Chen Jian Zhang 27 55 0 19 Jul 2022
Learning Mutual Modulation for Self-Supervised Cross-Modal Super-Resolution Xiaoyu Dong Naoto Yokoya Longguang Wang Tatsumi Uezato 42 18 0 19 Jul 2022
Variational Deep Image Restoration Jae Woong Soh N. Cho SupR 51 39 0 03 Jul 2022
Uncertainty Quantification for Deep Unrolling-Based Computational Imaging Canberk Ekmekci Müjdat Çetin UQCV 21 12 0 02 Jul 2022
Optimization-Derived Learning with Essential Convergence Analysis of Training and Hyper-training Risheng Liu Xuan Liu Shangzhi Zeng Jin Zhang Yixuan Zhang 45 6 0 16 Jun 2022
A hybrid approach to seismic deblending: when physics meets self-supervision N. Luiken M. Ravasi C. Birnie 24 6 0 30 May 2022
Adversarial Distortion Learning for Medical Image Denoising Morteza Ghahremani Mohammad Khateri Alejandra Sierra Jussi Tohka MedIm 27 14 0 29 Apr 2022
Deep Generalized Unfolding Networks for Image Restoration Chong Mou Qian Wang Jian Zhang 46 183 0 28 Apr 2022
Learning Weighting Map for Bit-Depth Expansion within a Rational Range Yuqing Liu Qi Jia Jian Zhang Xin Fan Shanshe Wang Siwei Ma Wen Gao 20 1 0 26 Apr 2022
Multimodal learning-based inversion models for the space-time reconstruction of satellite-derived geophysical fields Ronan Fablet Bertrand Chapron 18 4 0 20 Mar 2022
Bayesian Inversion for Nonlinear Imaging Models using Deep Generative Priors Pakshal Bohra Thanh-an Michel Pham Jonathan Dong M. Unser MedIm 23 11 0 18 Mar 2022
Efficient Long-Range Attention Network for Image Super-resolution Xindong Zhang Huiyu Zeng Shi Guo Lei Zhang ViT 19 277 0 13 Mar 2022
VRT: A Video Restoration Transformer Christos Sakaridis Jingyun Liang Yuchen Fan Peng Sun Rakesh Ranjan Yawei Li Radu Timofte Luc Van Gool ViT 34 251 0 28 Jan 2022
WPPNets and WPPFlows: The Power of Wasserstein Patch Priors for Superresolution Fabian Altekrüger J. Hertrich 27 15 0 20 Jan 2022
On Efficient Transformer-Based Image Pre-training for Low-Level Vision Wenbo Li Xin Lu Shengju Qian Jiangbo Lu Xinming Zhang Jiaya Jia ViT 32 85 0 19 Dec 2021
A-ESRGAN: Training Real-World Blind Super-Resolution with Attention U-Net Discriminators Zihao Wei Yidong Huang Yuang Chen Chenhao Zheng Jinnan Gao GAN 21 19 0 19 Dec 2021
Formulating Event-based Image Reconstruction as a Linear Inverse Problem with Deep Regularization using Optical Flow Ze-Feng Zhang A. Yezzi Guillermo Gallego 3DV 23 33 0 12 Dec 2021
Improving Image Restoration by Revisiting Global Information Aggregation Xiaojie Chu Liangyu Chen Chengpeng Chen Xin Lu 25 88 0 08 Dec 2021
Image Compressed Sensing Using Non-local Neural Network Wenxue Cui Shaohui Liu F. Jiang Debin Zhao 31 65 0 07 Dec 2021
Restormer: Efficient Transformer for High-Resolution Image Restoration Syed Waqas Zamir Aditya Arora Salman Khan Munawar Hayat Fahad Shahbaz Khan Ming-Hsuan Yang ViT 76 2,128 0 18 Nov 2021
Unrolled Variational Bayesian Algorithm for Image Blind Deconvolution Yunshi Huang Émilie Chouzenoux J. Pesquet BDL 24 12 0 14 Oct 2021
Gradient Step Denoiser for convergent Plug-and-Play Samuel Hurault Arthur Leclaire Nicolas Papadakis 33 93 0 07 Oct 2021
Wasserstein Patch Prior for Image Superresolution J. Hertrich Antoine Houdard C. Redenbach SupR MDE 29 22 0 27 Sep 2021
Surgery Scene Restoration for Robot Assisted Minimally Invasive Surgery Shahnewaz Ali Y. Jonmohamadi R. Crawford D. Fontanarosa Ajay K. Pandey 19 3 0 06 Sep 2021
Exploring Separable Attention for Multi-Contrast MR Image Super-Resolution Chun-Mei Feng Yu-bao Yan Kai-An Yu Yong Xu Ling Shao Huazhu Fu SupR MedIm 32 34 0 03 Sep 2021
SwinIR: Image Restoration Using Swin Transformer Christos Sakaridis Jie Cao Guolei Sun Peng Sun Luc Van Gool Radu Timofte ViT 80 2,818 0 23 Aug 2021
Mutual Affine Network for Spatially Variant Kernel Estimation in Blind Image Super-Resolution Christos Sakaridis Guolei Sun Peng Sun Luc Van Gool Radu Timofte SupR 31 76 0 11 Aug 2021
Hierarchical Conditional Flow: A Unified Framework for Image Super-Resolution and Image Rescaling Christos Sakaridis Andreas Lugmayr Peng Sun Martin Danelljan Luc Van Gool Radu Timofte 48 102 0 11 Aug 2021
Posterior Sampling for Image Restoration using Explicit Patch Priors Roy Friedman Yair Weiss 40 5 0 20 Apr 2021
Phase Retrieval using Expectation Consistent Signal Recovery Algorithm based on Hypernetwork Chang-Jen Wang Chao-Kai Wen Shang-Ho S. Tsai Shi Jin Geoffrey Ye Li 27 5 0 12 Jan 2021
Optimization-Inspired Learning with Architecture Augmentations and Control Mechanisms for Low-Level Vision Risheng Liu Zhu Liu Pan Mu Xin-Yue Fan Zhongxuan Luo 18 5 0 10 Dec 2020
One Model to Reconstruct Them All: A Novel Way to Use the Stochastic Noise in StyleGAN Christian Bartz Joseph Bethge Haojin Yang Christoph Meinel 19 16 0 21 Oct 2020
Transform Quantization for CNN (Convolutional Neural Network) Compression Sean I. Young Wang Zhe David S. Taubman B. Girod MQ 29 69 0 02 Sep 2020
Deep Unfolding Network for Image Super-Resolution Peng Sun Luc Van Gool Radu Timofte SupR 118 539 0 23 Mar 2020
CycleISP: Real Image Restoration via Improved Data Synthesis Syed Waqas Zamir Aditya Arora Salman Khan Munawar Hayat Fahad Shahbaz Khan Ming-Hsuan Yang Ling Shao DiffM 113 339 0 17 Mar 2020
Non-Local Recurrent Network for Image Restoration Ding Liu Bihan Wen Yuchen Fan Chen Change Loy Thomas S. Huang SupR 140 628 0 07 Jun 2018