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Toward Convolutional Blind Denoising of Real Photographs

12 July 2018

Lei Zhang

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Papers citing "Toward Convolutional Blind Denoising of Real Photographs"

26 / 326 papers shown

Title
Attention Guided Low-light Image Enhancement with a Large Scale Low-light Simulation Dataset Feifan Lv Yu Li Feng Lu 3DV 85 274 0 02 Aug 2019
Pyramid Real Image Denoising Network Yiyun Zhao Zhuqing Jiang Aidong Men Guodong Ju 55 36 0 01 Aug 2019
Multi-level Wavelet Convolutional Neural Networks Pengju Liu Hongzhi Zhang Wei Lian W. Zuo 71 207 0 06 Jul 2019
FastDVDnet: Towards Real-Time Deep Video Denoising Without Flow Estimation Matias Tassano J. Delon T. Veit 88 238 0 01 Jul 2019
Noisy-As-Clean: Learning Self-supervised Denoising from the Corrupted Image Jun Xu Yuan Huang Ming-Ming Cheng Li Liu Fan Zhu Xingsong Hou Ling Shao SSL 85 24 0 17 Jun 2019
NLH: A Blind Pixel-level Non-local Method for Real-world Image Denoising Yingkun Hou Jun Xu Mingxia Liu Guanghai Liu Li Liu Fan Zhu Ling Shao 106 88 0 17 Jun 2019
Suppressing Model Overfitting for Image Super-Resolution Networks Ruicheng Feng Jinjin Gu Yu Qiao Chao Dong SupR 63 39 0 11 Jun 2019
GRDN:Grouped Residual Dense Network for Real Image Denoising and GAN-based Real-world Noise Modeling Dong-Wook Kim Jae‐Ryun Chung Seung‐Won Jung AI4CE OOD 83 116 0 27 May 2019
Segmentation-Aware Image Denoising without Knowing True Segmentation Sicheng Wang Bihan Wen Junru Wu Dacheng Tao Zhangyang Wang DiffM 89 17 0 22 May 2019
Joint Demosaicking and Denoising by Fine-Tuning of Bursts of Raw Images T. Ehret Axel Davy Pablo Arias Gabriele Facciolo 89 15 0 13 May 2019
ViDeNN: Deep Blind Video Denoising M. Claus Jan van Gemert 73 96 0 24 Apr 2019
Path-Restore: Learning Network Path Selection for Image Restoration K. Yu Xintao Wang Chao Dong Xiaoou Tang Chen Change Loy 86 84 0 23 Apr 2019
Generating Training Data for Denoising Real RGB Images via Camera Pipeline Simulation Ronnachai Jaroensri Camille Biscarrat M. Aittala F. Durand 43 29 0 18 Apr 2019
Real Image Denoising with Feature Attention Saeed Anwar Nick Barnes 104 513 0 16 Apr 2019
Learning Digital Camera Pipeline for Extreme Low-Light Imaging Syed Waqas Zamir Aditya Arora Salman Khan Fahad Shahbaz Khan Ling Shao 79 33 0 11 Apr 2019
When AWGN-based Denoiser Meets Real Noises Yuqian Zhou Jianbo Jiao Haibin Huang Yanjie Wang Jue Wang Humphrey Shi Thomas Huang 84 134 0 06 Apr 2019
CFSNet: Toward a Controllable Feature Space for Image Restoration Wei Wang Ruiming Guo Yapeng Tian Wenming Yang DiffM 81 65 0 01 Apr 2019
High-Quality Self-Supervised Deep Image Denoising S. Laine Tero Karras J. Lehtinen Timo Aila 78 342 0 29 Jan 2019
Blind Motion Deblurring with Cycle Generative Adversarial Networks Quan Yuan Junxia Li Lingwei Zhang Zhefu Wu Guangyu Liu GAN 51 19 0 07 Jan 2019
A Poisson-Gaussian Denoising Dataset with Real Fluorescence Microscopy Images Yide Zhang Yinhao Zhu Evan L. Nichols Qingfei Wang Siyuan Zhang Cody J. Smith S. Howard 87 184 0 26 Dec 2018
Model-blind Video Denoising Via Frame-to-frame Training T. Ehret Axel Davy Jean-Michel Morel Gabriele Facciolo Pablo Arias 145 82 0 30 Nov 2018
Unprocessing Images for Learned Raw Denoising Tim Brooks B. Mildenhall Tianfan Xue Jiawen Chen Dillon Sharlet Jonathan T. Barron 94 445 0 27 Nov 2018
Noise2Void - Learning Denoising from Single Noisy Images Alexander Krull T. Buchholz Florian Jug 136 1,112 0 27 Nov 2018
Deep Learning with Inaccurate Training Data for Image Restoration Bolin Liu X. Shu Xiaolin Wu 28 3 0 18 Nov 2018
Neural Nearest Neighbors Networks Tobias Plötz Stefan Roth 102 341 0 30 Oct 2018
Connecting Image Denoising and High-Level Vision Tasks via Deep Learning Ding Liu Bihan Wen Jianbo Jiao Xianming Liu Zhangyang Wang Thomas S. Huang 77 149 0 06 Sep 2018