Toward Convolutional Blind Denoising of Real Photographs

12 July 2018

Lei Zhang

Papers citing "Toward Convolutional Blind Denoising of Real Photographs"

50 / 325 papers shown

Title
Learning to Generate Realistic Noisy Images via Pixel-level Noise-aware Adversarial Training Yuanhao Cai Xiaowan Hu Haoqian Wang Yulun Zhang Hanspeter Pfister D. Wei 26 64 0 06 Apr 2022
Multi-Scale Memory-Based Video Deblurring Bongil Ji Angela Yao 19 23 0 06 Apr 2022
Estimating Fine-Grained Noise Model via Contrastive Learning Yunhao Zou Ying Fu DiffM 26 24 0 03 Apr 2022
Practical Blind Image Denoising via Swin-Conv-UNet and Data Synthesis Peng Sun Yawei Li Christos Sakaridis Jingyun Liang Yulun Zhang Hao Tang Deng-Ping Fan Radu Timofte Luc Van Gool OOD 32 123 0 24 Mar 2022
CVF-SID: Cyclic multi-Variate Function for Self-Supervised Image Denoising by Disentangling Noise from Image Reyhaneh Neshatavar Mohsen Yavartanoo Sanghyun Son Kyoung Mu Lee 15 67 0 24 Mar 2022
AP-BSN: Self-Supervised Denoising for Real-World Images via Asymmetric PD and Blind-Spot Network Wooseok Lee Sanghyun Son Kyoung Mu Lee 42 117 0 22 Mar 2022
Towards True Detail Restoration for Super-Resolution: A Benchmark and a Quality Metric E. Lyapustin Anastasia Kirillova Viacheslav Meshchaninov Evgeney Zimin Nikolai Karetin D. Vatolin SupR 27 5 0 16 Mar 2022
Blind2Unblind: Self-Supervised Image Denoising with Visible Blind Spots Zejin Wang Jiazheng Liu Guoqing Li Hua Han SSL 18 126 0 14 Mar 2022
TAPE: Task-Agnostic Prior Embedding for Image Restoration Lin Liu Lingxi Xie Xiaopeng Zhang Shanxin Yuan Xiangyu Chen Wen-gang Zhou Houqiang Li Qi Tian 10 53 0 11 Mar 2022
Multi-Scale Adaptive Network for Single Image Denoising Yuanbiao Gou Peng Hu Jiancheng Lv Qiufeng Wang Xiaocui Peng 24 27 0 08 Mar 2022
Selective Residual M-Net for Real Image Denoising Chi-Mao Fan Tsung-Jung Liu Kuan-Hsien Liu 34 20 0 03 Mar 2022
C2N: Practical Generative Noise Modeling for Real-World Denoising Geonwoon Jang Wooseok Lee Sanghyun Son Kyoung Mu Lee DiffM 33 78 0 19 Feb 2022
Realistic Blur Synthesis for Learning Image Deblurring Jaesung Rim Geon-Yeong Kim Jungeon Kim Junyong Lee Seungyong Lee Sunghyun Cho 25 45 0 17 Feb 2022
Supervision by Denoising for Medical Image Segmentation Sean I. Young Adrian Dalca Enzo Ferrante Polina Golland Christopher A. Metzler Bruce Fischl Juan Eugenio Iglesias 29 3 0 07 Feb 2022
Towards Adversarially Robust Deep Image Denoising Hanshu Yan Jingfeng Zhang Jiashi Feng Masashi Sugiyama Vincent Y. F. Tan DiffM 23 16 0 12 Jan 2022
MAXIM: Multi-Axis MLP for Image Processing Zhengzhong Tu Hossein Talebi Han Zhang Feng Yang P. Milanfar A. Bovik Yinxiao Li 39 463 0 09 Jan 2022
Fast and High-Quality Image Denoising via Malleable Convolutions Yi Ding Bartlomiej Wronski B. Mildenhall Jonathan T. Barron Zhangyang Wang Tianfan Xue 46 8 0 02 Jan 2022
Learning Deep Context-Sensitive Decomposition for Low-Light Image Enhancement Long Ma Risheng Liu Jiaao Zhang Xin-Yue Fan Zhongxuan Luo 55 90 0 09 Dec 2021
A comparison study of CNN denoisers on PRNU extraction Hui Zeng M. Hosseini Kang Deng Anjie Peng M. Goljan 33 1 0 06 Dec 2021
IDR: Self-Supervised Image Denoising via Iterative Data Refinement Y. Zhang Dasong Li K. L. Law Xiaogang Wang Hongwei Qin Hongsheng Li 24 55 0 29 Nov 2021
ISNAS-DIP: Image-Specific Neural Architecture Search for Deep Image Prior Metin Ersin Arican Ozgur Kara G. Bredell E. Konukoglu 33 17 0 27 Nov 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 82 2,128 0 18 Nov 2021
Fast and Light-Weight Network for Single Frame Structured Illumination Microscopy Super-Resolution Xi Cheng Jun Li Q. Dai Zhenyong Fu Jian Yang 27 18 0 17 Nov 2021
Reinforcement Learning of Self Enhancing Camera Image and Signal Processing Chandrajit L. Bajaj Yi Wang Yunhao Yang 16 2 0 15 Nov 2021
FINO: Flow-based Joint Image and Noise Model Lanqing Guo Siyu Huang Haosen Liu Bihan Wen 34 5 0 11 Nov 2021
DriveGuard: Robustification of Automated Driving Systems with Deep Spatio-Temporal Convolutional Autoencoder A. Papachristodoulou C. Kyrkou T. Theocharides 33 2 0 05 Nov 2021
Functional Neural Networks for Parametric Image Restoration Problems Fangzhou Luo Xiaolin Wu Yanhui Guo SupR 19 14 0 30 Oct 2021
An Effective Image Restorer: Denoising and Luminance Adjustment for Low-photon-count Imaging Shansi Zhang E. Lam 19 2 0 29 Oct 2021
Spectrum-to-Kernel Translation for Accurate Blind Image Super-Resolution Guangpin Tao Xiao Yi Yuzhou Fang Shuo Chen Chuming Lin Yun Cao Tong Lu Donghao Luo Ying Tai SupR 34 19 0 23 Oct 2021
Dynamic Slimmable Denoising Network Zutao Jiang Changlin Li Xiaojun Chang Jihua Zhu Yi Yang AI4CE 14 15 0 17 Oct 2021
DA-DRN: Degradation-Aware Deep Retinex Network for Low-Light Image Enhancement Xinxu Wei Xian-Shi Zhang Shisen Wang Cheng Cheng Yanlin Huang Kaifu Yang Yongjie Li 24 9 0 05 Oct 2021
Adaptive Unfolding Total Variation Network for Low-Light Image Enhancement Chuanjun Zheng D. Shi Wentian Shi 157 99 0 03 Oct 2021
Towards Flexible Blind JPEG Artifacts Removal Jiaxi Jiang Peng Sun Radu Timofte 74 106 0 29 Sep 2021
Learning-based Noise Component Map Estimation for Image Denoising Sheyda Ghanbaralizadeh Bahnemiri Mykola Ponomarenko K. Egiazarian 14 15 0 24 Sep 2021
FastHyMix: Fast and Parameter-free Hyperspectral Image Mixed Noise Removal Lina Zhuang Michael Kwok-Po Ng 44 89 0 18 Sep 2021
Dynamic Attentive Graph Learning for Image Restoration Chong Mou Jian Zhang Zhuoyuan Wu DiffM 71 81 0 14 Sep 2021
View Blind-spot as Inpainting: Self-Supervised Denoising with Mask Guided Residual Convolution Yuhongze Zhou Liguang Zhou Tin Lun Lam Yangsheng Xu SSL 32 2 0 10 Sep 2021
ReconfigISP: Reconfigurable Camera Image Processing Pipeline K. Yu Zexian Li Yue Peng Chen Change Loy Jinwei Gu 47 29 0 10 Sep 2021
Adaptive Convolutions with Per-pixel Dynamic Filter Atom Ze Wang Zichen Miao Jun Hu Qiang Qiu 19 16 0 17 Aug 2021
Guided Colorization Using Mono-Color Image Pairs Zeang Sheng Hui-Liang Shen Bo-Wen Yao Huaqi Zhang 30 8 0 17 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
Physics-based Noise Modeling for Extreme Low-light Photography Kaixuan Wei Ying Fu Yinqiang Zheng Jiaolong Yang 24 90 0 04 Aug 2021
R3L: Connecting Deep Reinforcement Learning to Recurrent Neural Networks for Image Denoising via Residual Recovery Rongkai Zhang Jiang Zhu Zhiyuan Zha Justin Dauwels Bihan Wen 34 6 0 12 Jul 2021
Blind Image Super-resolution with Elaborate Degradation Modeling on Noise and Kernel Zongsheng Yue Qian Zhao Jianwen Xie Lei Zhang Deyu Meng Kwan-Yee K. Wong 33 53 0 02 Jul 2021
BLNet: A Fast Deep Learning Framework for Low-Light Image Enhancement with Noise Removal and Color Restoration Xinxu Wei Xian-Shi Zhang Shisen Wang Cheng Cheng Yanlin Huang Kaifu Yang Yongjie Li 33 3 0 30 Jun 2021
Progressive Joint Low-light Enhancement and Noise Removal for Raw Images Yucheng Lu Seung‐Won Jung 20 32 0 28 Jun 2021
Inverting Adversarially Robust Networks for Image Synthesis Renan A. Rojas-Gomez Raymond A. Yeh Minh Do A. Nguyen 13 4 0 13 Jun 2021
Unpaired Depth Super-Resolution in the Wild Aleksandr Safin M. Kan Nikita Drobyshev Oleg Voynov Alexey Artemov Alexander N. Filippov Denis Zorin E. Burnaev SupR MDE 19 1 0 25 May 2021
FBI-Denoiser: Fast Blind Image Denoiser for Poisson-Gaussian Noise Jaeseok Byun Sungmin Cha Taesup Moon 37 42 0 23 May 2021
Network Architecture Search for Face Enhancement R. Yasarla Hamid Reza Vaezi Joze Vishal M. Patel CVBM 30 4 0 13 May 2021