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
Accurate and Lightweight Image Super-Resolution with Model-Guided Deep Unfolding Network Qiang Ning W. Dong Guangming Shi Leida Li Xin Li 26 44 0 14 Sep 2020
Attention Cube Network for Image Restoration Yucheng Hang Q. Liao Wenming Yang Yupeng Chen Jie Zhou 16 24 0 13 Sep 2020
Blind Image Restoration with Flow Based Priors Leonhard Helminger M. Bernasconi Abdelaziz Djelouah Markus Gross Christopher Schroers 14 3 0 09 Sep 2020
Deep Iterative Residual Convolutional Network for Single Image Super-Resolution Rao Muhammad Umer G. Foresti C. Micheloni SupR 26 7 0 07 Sep 2020
Deep Cyclic Generative Adversarial Residual Convolutional Networks for Real Image Super-Resolution Rao Muhammad Umer C. Micheloni GAN 32 15 0 07 Sep 2020
Plug-and-Play Image Restoration with Deep Denoiser Prior Kaixuan Zhang Yawei Li W. Zuo Lei Zhang Luc Van Gool Radu Timofte DiffM SupR 48 783 0 31 Aug 2020
Unpaired Learning of Deep Image Denoising Xiaohe Wu Ming-Yu Liu Yue Cao Dongwei Ren W. Zuo SSL 32 141 0 31 Aug 2020
Unpaired Deep Learning for Accelerated MRI using Optimal Transport Driven CycleGAN Gyutaek Oh Byeongsu Sim Hyungjin Chung Leonard Sunwoo J. C. Ye OOD MedIm 30 69 0 29 Aug 2020
Self-Organized Operational Neural Networks for Severe Image Restoration Problems Junaid Malik S. Kiranyaz Moncef Gabbouj 19 69 0 29 Aug 2020
Deep Variational Network Toward Blind Image Restoration Zongsheng Yue Hongwei Yong Qian Zhao Lei Zhang Deyu Meng Kwan-Yen K. Wong 30 11 0 25 Aug 2020
Single Image Super-Resolution via a Holistic Attention Network Ben Niu Weilei Wen Wenqi Ren Xiangde Zhang Lianping Yang Shuzhen Wang Kaihao Zhang Xiaochun Cao Haifeng Shen SupR 28 612 0 20 Aug 2020
Deep Atrous Guided Filter for Image Restoration in Under Display Cameras Varun Sundar Sumanth Hegde D. Kothandaraman Kaushik Mitra 27 28 0 14 Aug 2020
Multivariate Relations Aggregation Learning in Social Networks Jin Xu Shuo Yu Keyi Sun Jing Ren I. Lee Shirui Pan Feng Xia 11 38 0 09 Aug 2020
OverNet: Lightweight Multi-Scale Super-Resolution with Overscaling Network Parichehr Behjati Pau Rodríguez López Armin Mehri Isabelle Hupont Jordi Gonzalez Carles Fernández Tena SupR 67 43 0 05 Aug 2020
Regularization by Denoising via Fixed-Point Projection (RED-PRO) Regev Cohen Michael Elad P. Milanfar 33 106 0 01 Aug 2020
Solving Linear Inverse Problems Using the Prior Implicit in a Denoiser Zahra Kadkhodaie Eero P. Simoncelli 32 82 0 27 Jul 2020
Learnable Descent Algorithm for Nonsmooth Nonconvex Image Reconstruction Yunmei Chen Hongcheng Liu X. Ye Qingchao Zhang 63 23 0 22 Jul 2020
Sequential Hierarchical Learning with Distribution Transformation for Image Super-Resolution Yuqing Liu Xinfeng Zhang Shanshe Wang Siwei Ma Wen Gao SupR 6 10 0 19 Jul 2020
Learning with Privileged Information for Efficient Image Super-Resolution Wonkyung Lee Junghyup Lee Dohyung Kim Bumsub Ham 33 134 0 15 Jul 2020
Data-driven geophysics: from dictionary learning to deep learning Siwei Yu Jianwei Ma AI4CE 33 8 0 13 Jul 2020
Localized Motion Artifact Reduction on Brain MRI Using Deep Learning with Effective Data Augmentation Techniques Yijun Zhao Jacek Ossowski Xuming Wang Shangjin Li O. Devinsky Samantha P. Martin H. Pardoe MedIm 20 10 0 10 Jul 2020
Designing and Training of A Dual CNN for Image Denoising Chunwei Tian Yong-mei Xu W. Zuo Bo Du Chia-Wen Lin David C. Zhang 23 152 0 08 Jul 2020
End-to-end Interpretable Learning of Non-blind Image Deblurring Thomas Eboli Jian Sun Jean Ponce 27 41 0 03 Jul 2020
A deep primal-dual proximal network for image restoration Mingyuan Jiu N. Pustelnik 18 22 0 02 Jul 2020
Concatenated Attention Neural Network for Image Restoration Ying-jie Tian Yiqi Wang LinRui Yang Zhiquan Qi 17 11 0 19 Jun 2020
Noise2Inpaint: Learning Referenceless Denoising by Inpainting Unrolling Burhaneddin Yaman S. A. Hosseini Mehmet Akçakaya 10 3 0 16 Jun 2020
Classifying degraded images over various levels of degradation Kazuki Endo Masayuki Tanaka Masatoshi Okutomi 24 15 0 15 Jun 2020
Fully Unsupervised Diversity Denoising with Convolutional Variational Autoencoders M. Prakash Alexander Krull Florian Jug DiffM 20 20 0 10 Jun 2020
No-Reference Image Quality Assessment via Feature Fusion and Multi-Task Learning S. Golestaneh Kris Kitani 25 11 0 06 Jun 2020
Scalable Plug-and-Play ADMM with Convergence Guarantees Yu Sun Zihui Wu Xiaojian Xu B. Wohlberg Ulugbek S. Kamilov BDL 40 74 0 05 Jun 2020
Semi-supervised deep learning for high-dimensional uncertainty quantification Zequn Wang Mingyang Li UQCV BDL 20 0 0 01 Jun 2020
MetaInv-Net: Meta Inversion Network for Sparse View CT Image Reconstruction Haimiao Zhang Baodong Liu Hengyong Yu Bin Dong 27 61 0 30 May 2020
Iterative Network for Image Super-Resolution Yuqing Liu Shiqi Wang Jian Zhang Shanshe Wang Siwei Ma Wen Gao SupR 24 28 0 20 May 2020
One Size Fits All: Can We Train One Denoiser for All Noise Levels? Abhiram Gnanasambandam Stanley H. Chan OOD 19 21 0 19 May 2020
The Power of Triply Complementary Priors for Image Compressive Sensing Zhiyuan Zha Xin Yuan Qiufeng Wang Jiantao Zhou Bihan Wen Ce Zhu 11 15 0 16 May 2020
Deep Learning Techniques for Inverse Problems in Imaging Greg Ongie A. Jalal Christopher A. Metzler Richard G. Baraniuk A. Dimakis Rebecca Willett 25 521 0 12 May 2020
Deep Generative Adversarial Residual Convolutional Networks for Real-World Super-Resolution Rao Muhammad Umer G. Foresti C. Micheloni 28 52 0 03 May 2020
Identity Enhanced Residual Image Denoising Saeed Anwar C. P. Huynh Fatih Porikli SupR 22 15 0 26 Apr 2020
Attention Based Real Image Restoration Saeed Anwar Nick Barnes L. Petersson 30 0 0 26 Apr 2020
AMP-Net: Denoising based Deep Unfolding for Compressive Image Sensing Zhonghao Zhang Yipeng Liu Jiani Liu Fei Wen Ce Zhu 25 206 0 21 Apr 2020
Bringing Old Photos Back to Life Bo Liu Bo Zhang Dongdong Chen Peiying Zhang Dong Chen Jing Liao Fang Wen 25 205 0 20 Apr 2020
Unified Dynamic Convolutional Network for Super-Resolution with Variational Degradations Yu-Syuan Xu Shou-Yao Roy Tseng Yu-Wen Tseng Hsien-Kai Kuo Yi-Min Tsai SupR 28 122 0 15 Apr 2020
Learning Event-Based Motion Deblurring Zhe Jiang Yu Zhang Dongqing Zou Jimmy S. J. Ren Jiancheng Lv Yebin Liu 34 153 0 13 Apr 2020
Multi-feature super-resolution network for cloth wrinkle synthesis Lan Chen Juntao Ye Xiaopeng Zhang AI4CE 22 14 0 09 Apr 2020
Time accelerated image super-resolution using shallow residual feature representative network M. Ajith A. Kurup Manel Martínez-Ramón SupR 22 2 0 08 Apr 2020
Plug-and-play ISTA converges with kernel denoisers Ruturaj G. Gavaskar K. Chaudhury 14 32 0 07 Apr 2020
Unsupervised Real-world Image Super Resolution via Domain-distance Aware Training Yunxuan Wei Shuhang Gu Yawei Li Longcun Jin 30 123 0 02 Apr 2020
Robust Single-Image Super-Resolution via CNNs and TV-TV Minimization Marija Vella João F. C. Mota SupR 22 13 0 02 Apr 2020
Image Demoireing with Learnable Bandpass Filters Bolun Zheng Shanxin Yuan Greg Slabaugh A. Leonardis SupR 10 84 0 01 Apr 2020
Exploiting Deep Generative Prior for Versatile Image Restoration and Manipulation Xingang Pan Xiaohang Zhan Bo Dai Dahua Lin Chen Change Loy Ping Luo DiffM 55 359 0 30 Mar 2020