Learning Deep CNN Denoiser Prior for Image Restoration

11 April 2017

Lei Zhang

Papers citing "Learning Deep CNN Denoiser Prior for Image Restoration"

50 / 592 papers shown

Title
Memory-Augmented Deep Unfolding Network for Compressive Sensing Jie Song Bin Chen Jian Zhang 29 91 0 19 Oct 2021
Gradient Step Denoiser for convergent Plug-and-Play Samuel Hurault Arthur Leclaire Nicolas Papadakis 35 93 0 07 Oct 2021
TreeGCN-ED: Encoding Point Cloud using a Tree-Structured Graph Network Prajwal Singh Kaustubh Sadekar Shanmuganathan Raman 3DPC 43 2 0 07 Oct 2021
Preconditioned Plug-and-Play ADMM with Locally Adjustable Denoiser for Image Restoration Mikael Le Pendu C. Guillemot 25 17 0 01 Oct 2021
Dynamic Attentive Graph Learning for Image Restoration Chong Mou Jian Zhang Zhuoyuan Wu DiffM 71 81 0 14 Sep 2021
Unfolding Projection-free SDP Relaxation of Binary Graph Classifier via GDPA Linearization Cheng Yang Gene Cheung Wai-tian Tan Guangtao Zhai 26 1 0 10 Sep 2021
Surgery Scene Restoration for Robot Assisted Minimally Invasive Surgery Shahnewaz Ali Y. Jonmohamadi R. Crawford D. Fontanarosa Ajay K. Pandey 27 3 0 06 Sep 2021
Rethinking Deep Image Prior for Denoising Yeonsik Jo S. Chun Jonghyun Choi AI4CE 19 54 0 29 Aug 2021
SwinIR: Image Restoration Using Swin Transformer Christos Sakaridis Jie Cao Guolei Sun Peng Sun Luc Van Gool Radu Timofte ViT 92 2,821 0 23 Aug 2021
Deep Reparametrization of Multi-Frame Super-Resolution and Denoising Goutam Bhat Martin Danelljan Feng Yu Luc Van Gool Radu Timofte SupR 32 60 0 18 Aug 2021
High-dimensional Assisted Generative Model for Color Image Restoration Kai Hong Chunhua Wu Cailian Yang Minghui Zhang Yancheng Lu Yuhao Wang Qiegen Liu DiffM 33 1 0 14 Aug 2021
Coupling Model-Driven and Data-Driven Methods for Remote Sensing Image Restoration and Fusion Huanfeng Shen Menghui Jiang Jie Li Chen Zhou Qiangqiang Yuan Liangpei Zhang 30 35 0 13 Aug 2021
Deep Camera Obscura: An Image Restoration Pipeline for Lensless Pinhole Photography Joshua D. Rego Huaijin Chen Shuai Li Liang Feng Suren Jayasuriya 11 3 0 12 Aug 2021
No-Reference Image Quality Assessment by Hallucinating Pristine Features Baoliang Chen Lingyu Zhu Chenqi Kong Hanwei Zhu Shiqi Wang Zhu Li 54 27 0 09 Aug 2021
Dynamic Proximal Unrolling Network for Compressive Imaging Yixiao Yang R. Tao Kaixuan Wei Ying Fu 23 11 0 23 Jul 2021
COAST: COntrollable Arbitrary-Sampling NeTwork for Compressive Sensing Di You Jian Zhang Jingfen Xie Bin Chen Siwei Ma 47 100 0 15 Jul 2021
Deformation-Compensated Learning for Image Reconstruction without Ground Truth Weijie Gan Yu Sun C. Eldeniz Jiaming Liu Hongyu An Ulugbek S. Kamilov 26 12 0 12 Jul 2021
Image restoration quality assessment based on regional differential information entropy Zhiyu Wang J. Zhuang N. Xu Sichao Ye Jiangjian Xiao Chengbin Peng 24 5 0 08 Jul 2021
A Deep Residual Star Generative Adversarial Network for multi-domain Image Super-Resolution Rao Muhammad Umer A. Munir C. Micheloni 24 4 0 07 Jul 2021
Blind Image Super-Resolution: A Survey and Beyond Anran Liu Yihao Liu Jinjin Gu Yu Qiao Chao Dong 36 161 0 07 Jul 2021
From General to Specific: Online Updating for Blind Super-Resolution Shang Li Guixuan Zhang Zhengxiong Luo Jie Liu Zhi Zeng Shuwu Zhang 23 10 0 06 Jul 2021
Graph Signal Restoration Using Nested Deep Algorithm Unrolling Masatoshi Nagahama Koki Yamada Yuichi Tanaka Stanley H. Chan Yonina C. Eldar 24 18 0 30 Jun 2021
Pyramidal Dense Attention Networks for Lightweight Image Super-Resolution Huapeng Wu Jie Gui Jun Zhang James T. Kwok Zhihui Wei SupR 10 3 0 13 Jun 2021
Feedback Pyramid Attention Networks for Single Image Super-Resolution Huapeng Wu Jie Gui Jun Zhang James T. Kwok Zhihui Wei SupR 30 16 0 13 Jun 2021
Evaluating Deep Neural Networks for Image Document Enhancement Lucas N. Kirsten R. Piccoli R. Ribani 21 4 0 11 Jun 2021
Recovery Analysis for Plug-and-Play Priors using the Restricted Eigenvalue Condition Jiaming Liu Ulugbek S. Kamilov B. Wohlberg Ulugbek S. Kamilov 35 41 0 07 Jun 2021
SNIPS: Solving Noisy Inverse Problems Stochastically Bahjat Kawar Gregory Vaksman Michael Elad 40 187 0 31 May 2021
Learning a Model-Driven Variational Network for Deformable Image Registration Xi Jia A. Thorley Wei Chen Huaqi Qiu Linlin Shen ... A. Leonardis A. de Marvao D. O’Regan Daniel Rueckert Jinming Duan MedIm 37 29 0 25 May 2021
Content-adaptive Representation Learning for Fast Image Super-resolution Yukai Shi Jinghui Qin SupR 29 0 0 20 May 2021
End-to-end Alternating Optimization for Blind Super Resolution Zhengxiong Luo Yan Huang Shang Li Liang Wang Tieniu Tan SupR 41 32 0 14 May 2021
Exploiting Aliasing for Manga Restoration M. Xie Menghan Xia T. Wong 19 11 0 14 May 2021
Quantized Proximal Averaging Network for Analysis Sparse Coding Kartheek Kumar Reddy Nareddy Mani Madhoolika Bulusu P. Pokala C. Seelamantula MQ 26 1 0 13 May 2021
Disentangling Noise from Images: A Flow-Based Image Denoising Neural Network Yang Liu Saeed Anwar Zhenyue Qin Pan Ji Sabrina Caldwell Tom Gedeon OOD 22 15 0 11 May 2021
Toward Interactive Modulation for Photo-Realistic Image Restoration Haoming Cai Jingwen He Qiao Yu Chao Dong GAN 21 18 0 07 May 2021
Blind microscopy image denoising with a deep residual and multiscale encoder/decoder network Fabio Hernán Gil Zuluaga Francesco Bardozzo Jorge Iván Ríos Patino R. Tagliaferri MedIm 19 7 0 01 May 2021
Feasibility-based Fixed Point Networks Howard Heaton Samy Wu Fung A. Gibali W. Yin 29 26 0 29 Apr 2021
Graphical Modeling for Multi-Source Domain Adaptation Minghao Xu Hang Wang Bingbing Ni 44 17 0 27 Apr 2021
Fixed-Point and Objective Convergence of Plug-and-Play Algorithms Pravin Nair Ruturaj G. Gavaskar K. Chaudhury 48 37 0 21 Apr 2021
Zooming SlowMo: An Efficient One-Stage Framework for Space-Time Video Super-Resolution Xiaoyu Xiang Yapeng Tian Yulun Zhang Y. Fu J. Allebach Chenliang Xu SupR 30 12 0 15 Apr 2021
BAM: A Balanced Attention Mechanism for Single Image Super Resolution Fanyi Wang Haotian Hu Cheng Shen 18 6 0 15 Apr 2021
Discrete Cosine Transform Network for Guided Depth Map Super-Resolution Zixiang Zhao Jiangshe Zhang Shuang Xu Chunxia Zhang Junmin Liu 42 94 0 14 Apr 2021
Learning Regularization Parameters of Inverse Problems via Deep Neural Networks B. Afkham Julianne Chung Matthias Chung 17 43 0 14 Apr 2021
Lucas-Kanade Reloaded: End-to-End Super-Resolution from Raw Image Bursts Bruno Lecouat Jean Ponce Julien Mairal SupR 22 37 0 13 Apr 2021
Conditional Hyper-Network for Blind Super-Resolution with Multiple Degradations Guanghao Yin Wei Wang Zehuan Yuan Wei Ji Dongdong Yu Shouqian Sun Tat-Seng Chua Changhu Wang 23 14 0 08 Apr 2021
Searching Efficient Model-guided Deep Network for Image Denoising Qiang Ning W. Dong Xin Li Jinjian Wu Leida Li Guangming Shi 35 7 0 06 Apr 2021
Model-based Reconstruction with Learning: From Unsupervised to Supervised and Beyond Zhishen Huang Siqi Ye Michael T. McCann S. Ravishankar MedIm 23 10 0 26 Mar 2021
Designing a Practical Degradation Model for Deep Blind Image Super-Resolution Peng Sun Christos Sakaridis Luc Van Gool Radu Timofte 47 572 0 25 Mar 2021
Asymmetric CNN for image super-resolution Chunwei Tian Yong-mei Xu W. Zuo Chia-Wen Lin David C. Zhang SupR 17 94 0 25 Mar 2021
Learning to Optimize: A Primer and A Benchmark Tianlong Chen Xiaohan Chen Wuyang Chen Howard Heaton Jialin Liu Zhangyang Wang W. Yin 59 225 0 23 Mar 2021
UltraSR: Spatial Encoding is a Missing Key for Implicit Image Function-based Arbitrary-Scale Super-Resolution Xingqian Xu Zhangyang Wang Humphrey Shi SupR 21 66 0 23 Mar 2021