Learning Deep CNN Denoiser Prior for Image Restoration

11 April 2017

Lei Zhang

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

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Title
Gradient Step Denoiser for convergent Plug-and-Play Samuel Hurault Arthur Leclaire Nicolas Papadakis 22 93 0 07 Oct 2021
TreeGCN-ED: Encoding Point Cloud using a Tree-Structured Graph Network Prajwal Singh Kaustubh Sadekar S. Raman 3DPC 33 2 0 07 Oct 2021
Preconditioned Plug-and-Play ADMM with Locally Adjustable Denoiser for Image Restoration Mikael Le Pendu C. Guillemot 23 15 0 01 Oct 2021
Dynamic Attentive Graph Learning for Image Restoration Chong Mou Jian Andrew Zhang Zhuoyuan Wu DiffM 61 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 16 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 19 3 0 06 Sep 2021
Rethinking Deep Image Prior for Denoising Yeonsik Jo S. Chun Jonghyun Choi AI4CE 11 54 0 29 Aug 2021
SwinIR: Image Restoration Using Swin Transformer Jingyun Liang Jie Cao Guolei Sun K. Zhang Luc Van Gool Radu Timofte ViT 40 2,803 0 23 Aug 2021
Deep Reparametrization of Multi-Frame Super-Resolution and Denoising Goutam Bhat Martin Danelljan F. I. F. Richard Yu Luc Van Gool Radu Timofte SupR 16 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 10 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 28 35 0 13 Aug 2021
Deep Camera Obscura: An Image Restoration Pipeline for Lensless Pinhole Photography Joshua D. Rego Huaijin Chen Shuai Li Jinwei Gu 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 48 27 0 09 Aug 2021
Dynamic Proximal Unrolling Network for Compressive Imaging Yixiao Yang R. Tao Kaixuan Wei Ying Fu 21 11 0 23 Jul 2021
COAST: COntrollable Arbitrary-Sampling NeTwork for Compressive Sensing Di You Jian Andrew Zhang Jingfen Xie Bin Chen Siwei Ma 34 99 0 15 Jul 2021
Deformation-Compensated Learning for Image Reconstruction without Ground Truth Weijie Gan Yu Sun C. Eldeniz Jiaming Liu H. An Ulugbek S. Kamilov 18 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 11 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 11 4 0 07 Jul 2021
Blind Image Super-Resolution: A Survey and Beyond Anran Liu Yihao Liu Jinjin Gu Yu Qiao Chao Dong 23 160 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 21 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 16 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 8 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 22 16 0 13 Jun 2021
Evaluating Deep Neural Networks for Image Document Enhancement Lucas N. Kirsten R. Piccoli R. Ribani 11 4 0 11 Jun 2021
Recovery Analysis for Plug-and-Play Priors using the Restricted Eigenvalue Condition Jiaming Liu M. Salman Asif B. Wohlberg Ulugbek S. Kamilov 26 39 0 07 Jun 2021
SNIPS: Solving Noisy Inverse Problems Stochastically Bahjat Kawar Gregory Vaksman Michael Elad 29 185 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 26 29 0 25 May 2021
Content-adaptive Representation Learning for Fast Image Super-resolution Yukai Shi Jinghui Qin SupR 21 0 0 20 May 2021
End-to-end Alternating Optimization for Blind Super Resolution Zhengxiong Luo Yan Huang Shang Li Liang Wang T. Tan SupR 33 31 0 14 May 2021
Exploiting Aliasing for Manga Restoration M. Xie Menghan Xia T. Wong 11 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 16 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 14 15 0 11 May 2021
Toward Interactive Modulation for Photo-Realistic Image Restoration Haoming Cai Jingwen He Qiao Yu Chao Dong GAN 11 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 15 7 0 01 May 2021
Feasibility-based Fixed Point Networks Howard Heaton Samy Wu Fung A. Gibali W. Yin 13 26 0 29 Apr 2021
Graphical Modeling for Multi-Source Domain Adaptation Minghao Xu Hang Wang Bingbing Ni 42 17 0 27 Apr 2021
Fixed-Point and Objective Convergence of Plug-and-Play Algorithms Pravin Nair Ruturaj G. Gavaskar K. Chaudhury 43 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 22 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 34 91 0 14 Apr 2021
Learning Regularization Parameters of Inverse Problems via Deep Neural Networks B. Afkham Julianne Chung Matthias Chung 17 42 0 14 Apr 2021
Lucas-Kanade Reloaded: End-to-End Super-Resolution from Raw Image Bursts Bruno Lecouat Jean Ponce Julien Mairal SupR 14 34 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 21 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 25 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 15 10 0 26 Mar 2021
Designing a Practical Degradation Model for Deep Blind Image Super-Resolution K. Zhang Jingyun Liang Luc Van Gool Radu Timofte 31 569 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 30 225 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 11 66 0 23 Mar 2021
Pseudo-ISP: Learning Pseudo In-camera Signal Processing Pipeline from A Color Image Denoiser Yue Cao Xiaohe Wu Shuran Qi Xiao-Chang Liu Zhongqin Wu W. Zuo 31 13 0 18 Mar 2021