Toward Convolutional Blind Denoising of Real Photographs

12 July 2018

Lei Zhang

Papers citing "Toward Convolutional Blind Denoising of Real Photographs"

50 / 324 papers shown

Title
Deep Learning Methods for Solving Linear Inverse Problems: Research Directions and Paradigms Yanna Bai Wei-Neng Chen Jie Chen Weisi Guo 31 66 0 27 Jul 2020
Dual Adversarial Network: Toward Real-world Noise Removal and Noise Generation Zongsheng Yue Qian Zhao Lei Zhang Deyu Meng DiffM 15 199 0 12 Jul 2020
Lightweight Modules for Efficient Deep Learning based Image Restoration A. Lahiri Sourav Bairagya Sutanu Bera Siddhant Haldar P. Biswas SupR 24 36 0 11 Jul 2020
Learning Model-Blind Temporal Denoisers without Ground Truths Yanghao Li Bichuan Guo Jiangtao Wen Zhengxu Xia Shan Liu Yuxing Han DiffM 28 5 0 07 Jul 2020
Low-light Image Restoration with Short- and Long-exposure Raw Pairs Meng Chang H. Feng Zhi-hai Xu Qi Li 13 43 0 01 Jul 2020
Early Exit or Not: Resource-Efficient Blind Quality Enhancement for Compressed Images Qunliang Xing Mai Xu Tianyi Li Zhenyu Guan 15 49 0 30 Jun 2020
Flexible Image Denoising with Multi-layer Conditional Feature Modulation Jiazhi Du Xin Qiao Zifei Yan Hongzhi Zhang W. Zuo 18 2 0 24 Jun 2020
Concatenated Attention Neural Network for Image Restoration Ying-jie Tian Yiqi Wang LinRui Yang Zhiquan Qi 17 11 0 19 Jun 2020
Burst Photography for Learning to Enhance Extremely Dark Images Ahmet Serdar Karadeniz Erkut Erdem Aykut Erdem 20 20 0 17 Jun 2020
Fast Enhancement for Non-Uniform Illumination Images using Light-weight CNNs Feifan Lv Bo Liu Feng Lu CVBM 12 62 0 31 May 2020
Attention-based network for low-light image enhancement Cheng Zhang Qingsen Yan Yu Zhu Xianjun Li Jinqiu Sun Yanning Zhang 14 42 0 20 May 2020
An Integrated Enhancement Solution for 24-hour Colorful Imaging Feifan Lv Yinqiang Zheng Yicheng Li Feng Lu 18 19 0 10 May 2020
Unsupervised Low-light Image Enhancement with Decoupled Networks Wei Xiong Ding Liu Xiaohui Shen Chen Fang Jiebo Luo 24 19 0 06 May 2020
Identity Enhanced Residual Image Denoising Saeed Anwar C. P. Huynh Fatih Porikli SupR 14 15 0 26 Apr 2020
Attention Based Real Image Restoration Saeed Anwar Nick Barnes L. Petersson 20 0 0 26 Apr 2020
Learning an Adaptive Model for Extreme Low-light Raw Image Processing Qing Fu Xiaoguang Di Yu Zhang 40 14 0 22 Apr 2020
Self-Supervised training for blind multi-frame video denoising Valéry Dewil J. Anger Axel Davy T. Ehret Pablo Arias Gabriele Facciolo 16 37 0 15 Apr 2020
Supervised Raw Video Denoising with a Benchmark Dataset on Dynamic Scenes Huanjing Yue Cong Cao Lei Liao Ronghe Chu Jingyu Yang 27 121 0 31 Mar 2020
A Physics-based Noise Formation Model for Extreme Low-light Raw Denoising Kaixuan Wei Ying Fu Jiaolong Yang Hua Huang DiffM 19 206 0 28 Mar 2020
Blur, Noise, and Compression Robust Generative Adversarial Networks Takuhiro Kaneko Tatsuya Harada 10 17 0 17 Mar 2020
CycleISP: Real Image Restoration via Improved Data Synthesis Syed Waqas Zamir Aditya Arora Salman Khan Munawar Hayat F. Khan Ming-Hsuan Yang Ling Shao DiffM 113 337 0 17 Mar 2020
Learning Enriched Features for Real Image Restoration and Enhancement Syed Waqas Zamir Aditya Arora Salman Khan Munawar Hayat Fahad Shahbaz Khan Ming-Hsuan Yang Ling Shao SupR 21 593 0 15 Mar 2020
Regularized Adaptation for Stable and Efficient Continuous-Level Learning on Image Processing Networks Hyeongmin Lee Taeoh Kim Hanbin Son Sang Y. Baek Minsu Cheon Sangyoun Lee 29 0 0 11 Mar 2020
Image Restoration for Under-Display Camera Yuqian Zhou D. Ren N. Emerton Sehoon Lim T. Large 32 67 0 10 Mar 2020
Restore from Restored: Video Restoration with Pseudo Clean Video Seunghwan Lee Donghyeon Cho Jiwon Kim Tae Hyun Kim 41 17 0 09 Mar 2020
Restore from Restored: Single Image Denoising with Pseudo Clean Image Seunghwan Lee Dongkyu Lee Donghyeon Cho Jiwon Kim Tae Hyun Kim 15 2 0 09 Mar 2020
Blind Image Restoration without Prior Knowledge N. Elron S. Yuval Dmitry Rudoy Noam Levy 23 6 0 03 Mar 2020
Self-supervised Image Enhancement Network: Training with Low Light Images Only Yu Zhang Xiaoguang Di Bin Zhang Chunhui Wang 12 103 0 26 Feb 2020
Transfer Learning from Synthetic to Real-Noise Denoising with Adaptive Instance Normalization Yoonsik Kim Jae Woong Soh G. Park N. Cho OOD AI4CE 16 182 0 26 Feb 2020
Reconstructing the Noise Manifold for Image Denoising Ioannis Marras Grigorios G. Chrysos I. Alexiou Greg Slabaugh S. Zafeiriou GAN AI4CE 11 5 0 11 Feb 2020
Spatial-Adaptive Network for Single Image Denoising Meng Chang Qi Li H. Feng Zhi-hai Xu 11 152 0 28 Jan 2020
Handling noise in image deblurring via joint learning Si Miao Yongxin Zhu 6 5 0 27 Jan 2020
Combining Progressive Rethinking and Collaborative Learning: A Deep Framework for In-Loop Filtering Dezhao Wang Sifeng Xia Wenhan Yang Jiaying Liu 8 21 0 16 Jan 2020
Self-Supervised Fast Adaptation for Denoising via Meta-Learning Seunghwan Lee Donghyeon Cho Jiwon Kim Tae Hyun Kim OOD 16 13 0 09 Jan 2020
Deep Learning on Image Denoising: An overview Chunwei Tian Lunke Fei Wenxian Zheng Yong-mei Xu W. Zuo Chia-Wen Lin 35 813 0 31 Dec 2019
Interactive Multi-Dimension Modulation with Dynamic Controllable Residual Learning for Image Restoration Jingwen He Chao Dong Yu Qiao 20 7 0 11 Dec 2019
Noise2Blur: Online Noise Extraction and Denoising Huangxing Lin Weihong Zeng Xinghao Ding Xueyang Fu Yue Huang John Paisley NoLa VLM 6 4 0 03 Dec 2019
Noise Robust Generative Adversarial Networks Takuhiro Kaneko Tatsuya Harada NoLa OOD 27 30 0 26 Nov 2019
Fast and Flexible Image Blind Denoising via Competition of Experts S. Maeda 16 6 0 20 Nov 2019
W-Net: Two-stage U-Net with misaligned data for raw-to-RGB mapping Kwang-Hyun Uhm Seung-Wook Kim Seo-Won Ji Sung-Jin Cho Jun Pyo Hong S. Ko 6 18 0 20 Nov 2019
Joint Demosaicing and Super-Resolution (JDSR): Network Design and Perceptual Optimization Xuan Xu Yanfang Ye Xin Li SupR 11 22 0 08 Nov 2019
Attenuating Random Noise in Seismic Data by a Deep Learning Approach Xing Zhao Ping Lu Yanyan Zhang Jianxiong Chen X. Li 11 2 0 28 Oct 2019
Attention Mechanism Enhanced Kernel Prediction Networks for Denoising of Burst Images Bin Zhang Shenyao Jin Yili Xia Yongming Huang Zixiang Xiong 22 9 0 18 Oct 2019
Investigating Customization Strategies and Convergence Behaviors of Task-specific ADMM Risheng Liu Pan Mu Jin Zhang 22 6 0 24 Sep 2019
Memory-Efficient Hierarchical Neural Architecture Search for Image Denoising Haokui Zhang Ying Li Hao Chen Chunhua Shen AI4CE 18 57 0 18 Sep 2019
Variational Denoising Network: Toward Blind Noise Modeling and Removal Zongsheng Yue Hongwei Yong Qian Zhao Lei Zhang Deyu Meng BDL 4 303 0 29 Aug 2019
WhiteNNer-Blind Image Denoising via Noise Whiteness Priors S. Izadi Z. Mirikharaji Mengliu Zhao Ghassan Hamarneh MedIm 23 7 0 08 Aug 2019
Attention Guided Low-light Image Enhancement with a Large Scale Low-light Simulation Dataset Feifan Lv Yu Li Feng Lu 3DV 19 267 0 02 Aug 2019
Pyramid Real Image Denoising Network Yiyun Zhao Zhuqing Jiang Aidong Men Guodong Ju 6 35 0 01 Aug 2019
Multi-level Wavelet Convolutional Neural Networks Pengju Liu Hongzhi Zhang Wei Lian W. Zuo 27 199 0 06 Jul 2019