Progressive Joint Low-light Enhancement and Noise Removal for Raw Images

28 June 2021

Papers citing "Progressive Joint Low-light Enhancement and Noise Removal for Raw Images"

50 / 51 papers shown

Title
Brightness Perceiving for Recursive Low-Light Image Enhancement Hongan Wang Long Peng Yuejin Sun Zengyu Wan Yang Wang Yang Cao 120 13 0 03 Apr 2025
Self-supervised Low Light Image Enhancement and Denoising Yu Zhang Xiaoguang Di Bin Zhang Qingyan Li S. Yan Chunhui Wang 39 24 0 01 Mar 2021
Contextual colorization and denoising for low-light ultra high resolution sequences Nantheera Anantrasirichai David Bull DiffM 47 17 0 05 Jan 2021
Practical Deep Raw Image Denoising on Mobile Devices Yuzhi Wang Haibin Huang Qin Xu Jiaming Liu Yiqun Liu Jue Wang 79 106 0 14 Oct 2020
Dynamic Low-light Imaging with Quanta Image Sensors Yiheng Chi Abhiram Gnanasambandam V. Koltun Stanley H. Chan 45 43 0 16 Jul 2020
Low-light Image Restoration with Short- and Long-exposure Raw Pairs Meng Chang H. Feng Zhi-hai Xu Qi Li 55 43 0 01 Jul 2020
Quanta Burst Photography Sizhuo Ma S. Gupta A. Ulku C. Bruschini E. Charbon Mohit Gupta 53 63 0 21 Jun 2020
Attention-based network for low-light image enhancement Cheng Zhang Qingsen Yan Yu Zhu Xianjun Li Jinqiu Sun Yanning Zhang 42 42 0 20 May 2020
NTIRE 2020 Challenge on Real Image Denoising: Dataset, Methods and Results A. Abdelhamed Mahmoud Afifi Radu Timofte M. S. Brown Yue Cao ... Tingniao Wang C. Lei Bin Liu Rajat Gupta Vineet Kumar 87 85 0 08 May 2020
Deep White-Balance Editing Mahmoud Afifi M. S. Brown 39 116 0 03 Apr 2020
DeepLPF: Deep Local Parametric Filters for Image Enhancement Sean J. Moran Pierre Marza Jingyu Sun Sarah Parisot Greg Slabaugh 48 194 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 62 210 0 28 Mar 2020
Learning Multi-Scale Photo Exposure Correction Mahmoud Afifi Konstantinos G. Derpanis Bjorn Ommer M. S. Brown 46 9 0 25 Mar 2020
CycleISP: Real Image Restoration via Improved Data Synthesis Syed Waqas Zamir Aditya Arora Salman Khan Munawar Hayat Fahad Shahbaz Khan Ming-Hsuan Yang Ling Shao DiffM 148 343 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 61 615 0 15 Mar 2020
Reconstructing the Noise Manifold for Image Denoising Ioannis Marras Grigorios G. Chrysos I. Alexiou Greg Slabaugh Stefanos Zafeiriou GAN AI4CE 26 5 0 11 Feb 2020
Spatial-Adaptive Network for Single Image Denoising Meng Chang Qi Li H. Feng Zhi-hai Xu 50 153 0 28 Jan 2020
Zero-Reference Deep Curve Estimation for Low-Light Image Enhancement Chunle Guo Chongyi Li Jichang Guo Chen Change Loy Junhui Hou Sam Kwong Runmin Cong DiffM 3DV 95 1,358 0 19 Jan 2020
Supervised and Unsupervised Learning of Parameterized Color Enhancement Yoav Chai Raja Giryes Lior Wolf GAN 43 28 0 30 Dec 2019
Progressive Retinex: Mutually Reinforced Illumination-Noise Perception Network for Low Light Image Enhancement Yang Wang Yang Cao Zhengjun Zha Jing Zhang Zhiwei Xiong Wei Zhang Feng Wu 56 103 0 26 Nov 2019
Dual Illumination Estimation for Robust Exposure Correction Qing Zhang Yongwei Nie Weishi Zheng 3DV 48 130 0 30 Oct 2019
Handheld Mobile Photography in Very Low Light O. Liba K. Murthy Yun-Ta Tsai Tim Brooks Tianfan Xue ... Dillon Sharlet Ryan Geiss Samuel W. Hasinoff Yael Pritch M. Levoy 121 112 0 24 Oct 2019
NODE: Extreme Low Light Raw Image Denoising using a Noise Decomposition Network Hao Guan Liu Liu Sean J. Moran Fenglong Song Greg Slabaugh 27 9 0 11 Sep 2019
Noise Flow: Noise Modeling with Conditional Normalizing Flows A. Abdelhamed Marcus A. Brubaker M. S. Brown 51 174 0 22 Aug 2019
Asynchronous Single-Photon 3D Imaging Anant Gupta Atul Ingle Mohit Gupta 36 62 0 18 Aug 2019
Enhancing Underexposed Photos using Perceptually Bidirectional Similarity Qing Zhang Yongwei Nie Lei Zhu Chunxia Xiao Weishi Zheng DiffM 52 24 0 25 Jul 2019
EnlightenGAN: Deep Light Enhancement without Paired Supervision Yi Ding Xinyu Gong Ding Liu Yu Cheng Chen Fang Xiaohui Shen Jianchao Yang Pan Zhou Zhangyang Wang 72 1,568 0 17 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 58 115 0 27 May 2019
Kindling the Darkness: A Practical Low-light Image Enhancer Yonghua Zhang Jiawan Zhang Xiaojie Guo 109 1,205 0 04 May 2019
High Flux Passive Imaging with Single-Photon Sensors Atul Ingle Andreas Velten Mohit Gupta 32 59 0 26 Feb 2019
Unprocessing Images for Learned Raw Denoising Tim Brooks B. Mildenhall Tianfan Xue Jiawen Chen Dillon Sharlet Jonathan T. Barron 78 440 0 27 Nov 2018
Deep Retinex Decomposition for Low-Light Enhancement Chen Wei Wenjing Wang Wenhan Yang Jiaying Liu 102 1,725 0 14 Aug 2018
Toward Convolutional Blind Denoising of Real Photographs Shi Guo Zifei Yan Peng Sun W. Zuo Lei Zhang 91 911 0 12 Jul 2018
The relativistic discriminator: a key element missing from standard GAN Alexia Jolicoeur-Martineau GAN 58 974 0 02 Jul 2018
Learning to See in the Dark Cheng Chen Qifeng Chen Jia Xu V. Koltun 283 1,185 0 04 May 2018
Joint Enhancement and Denoising Method via Sequential Decomposition Xutong Ren Mading Li Wen-Huang Cheng Jiaying Liu 52 197 0 23 Apr 2018
Deep Image Demosaicking using a Cascade of Convolutional Residual Denoising Networks Filippos Kokkinos Stamatios Lefkimmiatis SupR 42 126 0 14 Mar 2018
Residual Dense Network for Image Super-Resolution Yulun Zhang Yapeng Tian Yu Kong Bineng Zhong Y. Fu SupR 138 3,320 0 24 Feb 2018
MobileNetV2: Inverted Residuals and Linear Bottlenecks Mark Sandler Andrew G. Howard Menglong Zhu A. Zhmoginov Liang-Chieh Chen 181 19,284 0 13 Jan 2018
Quantization and Training of Neural Networks for Efficient Integer-Arithmetic-Only Inference Benoit Jacob S. Kligys Bo Chen Menglong Zhu Matthew Tang Andrew G. Howard Hartwig Adam Dmitry Kalenichenko MQ 150 3,130 0 15 Dec 2017
Deep Burst Denoising Clément Godard Kevin Blackburn-Matzen M. Uyttendaele 50 126 0 15 Dec 2017
Learned Perceptual Image Enhancement Hossein Talebi Esfandarani P. Milanfar 62 80 0 07 Dec 2017
FFDNet: Toward a Fast and Flexible Solution for CNN based Image Denoising Peng Sun W. Zuo Lei Zhang 125 2,123 0 11 Oct 2017
NIMA: Neural Image Assessment Hossein Talebi P. Milanfar 3DH 67 900 0 15 Sep 2017
Aesthetic-Driven Image Enhancement by Adversarial Learning Yubin Deng Chen Change Loy Xiaoou Tang GAN 54 123 0 17 Jul 2017
Deep Bilateral Learning for Real-Time Image Enhancement Michael Gharbi Jiawen Chen Jonathan T. Barron Samuel W. Hasinoff F. Durand 3DH 58 734 0 10 Jul 2017
Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising Peng Sun W. Zuo Yunjin Chen Deyu Meng Lei Zhang SupR 142 6,995 0 13 Aug 2016
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 1.8K 77,196 0 18 May 2015
High-level numerical simulations of noise in CCD and CMOS photosensors: review and tutorial M. Konnik J. Welsh 48 92 0 11 Dec 2014
Very Deep Convolutional Networks for Large-Scale Image Recognition Karen Simonyan Andrew Zisserman FAtt MDE 1.6K 100,386 0 04 Sep 2014