Low-Light Image and Video Enhancement Using Deep Learning: A Survey

21 April 2021

Papers citing "Low-Light Image and Video Enhancement Using Deep Learning: A Survey"

50 / 110 papers shown

Title
Global Structure-Aware Diffusion Process for Low-Light Image Enhancement Jinhui Hou Zhiyu Zhu Junhui Hou Hui Liu Huanqiang Zeng Hui Yuan 42 75 0 26 Oct 2023
Dimma: Semi-supervised Low Light Image Enhancement with Adaptive Dimming Wojciech Kozlowski Michal Szachniewicz Michal Stypulkowski Maciej Ziȩba 28 4 0 14 Oct 2023
Physics-guided Noise Neural Proxy for Practical Low-light Raw Image Denoising Hansen Feng Lizhi Wang Yiqi Huang Yuzhi Wang Lin Zhu Huan Huang AI4CE DiffM 42 1 0 13 Oct 2023
Towards Unified Deep Image Deraining: A Survey and A New Benchmark Xiang Chen Jin-shan Pan Jiangxin Dong Jinhui Tang 36 19 0 05 Oct 2023
Joint Correcting and Refinement for Balanced Low-Light Image Enhancement Xiaotian Zhou Hong Shi Yahong Han 32 4 0 28 Sep 2023
Empowering Low-Light Image Enhancer through Customized Learnable Priors Naishan Zheng Man Zhou Yanmeng Dong Xiangyu Rui Jie Huang Chongyi Li Fengmei Zhao 36 28 0 05 Sep 2023
CDAN: Convolutional Dense Attention-guided Network for Low-light Image Enhancement Hossein Shakibania Sina Raoufi H. Khotanlou 35 6 0 24 Aug 2023
Low-Light Image Enhancement with Illumination-Aware Gamma Correction and Complete Image Modelling Network Yinglong Wang Ziqiang Liu Jianzhuang Liu Songcen Xu Shuaicheng Liu 3DV 40 27 0 16 Aug 2023
Self-Reference Deep Adaptive Curve Estimation for Low-Light Image Enhancement Jian Wen Chen-Mi Wu Tong Zhang Yixuan Yu P. Swierczynski 31 4 0 16 Aug 2023
FourLLIE: Boosting Low-Light Image Enhancement by Fourier Frequency Information Chenxi Wang Hongjun Wu Zhi Jin 35 81 0 06 Aug 2023
Space Debris: Are Deep Learning-based Image Enhancements part of the Solution? M. Jamrozik Vincent Gaudillière M. A. Musallam Djamila Aouada 22 0 0 01 Aug 2023
ExposureDiffusion: Learning to Expose for Low-light Image Enhancement Yufei Wang Yi Yu Wenhan Yang Lanqing Guo Lap-Pui Chau Alex C. Kot B. Wen DiffM 30 41 0 15 Jul 2023
Explainable Artificial Intelligence driven mask design for self-supervised seismic denoising C. Birnie M. Ravasi 21 8 0 13 Jul 2023
Retinex-based Image Denoising / Contrast Enhancement using Gradient Graph Laplacian Regularizer Yeganeh Gharedaghi Gene Cheung Xianming Liu 16 5 0 05 Jul 2023
LLCaps: Learning to Illuminate Low-Light Capsule Endoscopy with Curved Wavelet Attention and Reverse Diffusion Long Bai Tong Chen Yanan Wu An-Chi Wang Mobarakol Islam Hongliang Ren DiffM MedIm 36 19 0 05 Jul 2023
A ground-based dataset and a diffusion model for on-orbit low-light image enhancement Yiman Zhu Lu Wang Jin Yuan Yu Guo 13 4 0 25 Jun 2023
Low-Light Image Enhancement with Wavelet-based Diffusion Models Hailin Jiang Ao Luo Songchen Han Haoqiang Fan Shuaicheng Liu DiffM 25 131 0 01 Jun 2023
Learning a Single Convolutional Layer Model for Low Light Image Enhancement Yuantong Zhang Baoxin Teng Daiqin Yang Zhenzhong Chen Haichuan Ma Gang Li Wenpeng Ding 26 7 0 23 May 2023
Learning Semantic-Aware Knowledge Guidance for Low-Light Image Enhancement Yuhui Wu Chen Pan Guoqing Wang Yang Yang Jiwei Wei Chongyi Li Hengtao Shen 39 81 0 14 Apr 2023
Deep Quantigraphic Image Enhancement via Comparametric Equations Xiaomeng Wu Yongqing Sun Akisato Kimura 16 0 0 05 Apr 2023
Generative Diffusion Prior for Unified Image Restoration and Enhancement Ben Fei Zhaoyang Lyu Liang Pan Junzhe Zhang Weidong Yang Tian-jian Luo Bo-Wen Zhang Bo Dai DiffM 37 177 0 03 Apr 2023
Iterative Prompt Learning for Unsupervised Backlit Image Enhancement Zhexin Liang Chongyi Li Shangchen Zhou Ruicheng Feng Chen Change Loy 40 96 0 30 Mar 2023
Neural Preset for Color Style Transfer Zhanghan Ke Yuhao Liu Lei Zhu Nanxuan Zhao Rynson W. H. Lau 32 34 0 23 Mar 2023
Blind Multimodal Quality Assessment of Low-light Images Miaohui Wang Zhuowei Xu Mai Xu Weisi Lin 41 2 0 18 Mar 2023
Embedding Fourier for Ultra-High-Definition Low-Light Image Enhancement Chongyi Li Chunle Guo Man Zhou Zhexin Liang Shangchen Zhou Ruicheng Feng Chen Change Loy 25 92 0 23 Feb 2023
Ultra-High-Definition Low-Light Image Enhancement: A Benchmark and Transformer-Based Method Tao Wang Kaihao Zhang Tianrun Shen Wenhan Luo B. Stenger Tong Lu 3DV ViT 40 253 0 22 Dec 2022
SALVE: Self-supervised Adaptive Low-light Video Enhancement Zohreh Azizi Ct Kuo 27 4 0 22 Dec 2022
Low-Light Image and Video Enhancement: A Comprehensive Survey and Beyond Shen Zheng Yi Ma Jinqian Pan Chang-Tien Lu Gaurav Gupta 31 21 0 21 Dec 2022
AdaEnlight: Energy-aware Low-light Video Stream Enhancement on Mobile Devices Sicong Liu Xiaocheng Li Zimu Zhou Bin Guo Mengsu Zhang Haocheng Shen Zhiwen Yu 16 6 0 29 Nov 2022
Learning to Kindle the Starlight Yu Yuan Jiaqi Wu Lindong Wang Zhongliang Jing H. Leung Shuyuan Zhu Han Pan DiffM 21 3 0 16 Nov 2022
Decoupled Cross-Scale Cross-View Interaction for Stereo Image Enhancement in The Dark Huan Zheng Zhao Zhang Jicong Fan Richang Hong Yi Yang Shuicheng Yan 3DV 29 7 0 02 Nov 2022
Vetaverse: A Survey on the Intersection of Metaverse, Vehicles, and Transportation Systems Pengyuan Zhou Jinjing Zhu Yiting Wang Yunfan Lu Zixiang Wei ... A. Alhilal Lik-Hang Lee Tristan Braud Pan Hui Lin Wang 22 13 0 27 Oct 2022
Self-Aligned Concave Curve: Illumination Enhancement for Unsupervised Adaptation Wenjing Wang Zheng Xu Haofeng Huang Jiaying Liu 32 17 0 07 Oct 2022
Seeing Through the Noisy Dark: Towards Real-world Low-Light Image Enhancement and Denoising Jiahuan Ren Zhao Zhang Richang Hong Mingliang Xu Yi Yang Shuicheng Yan 33 1 0 02 Oct 2022
Application of image-to-image translation in improving pedestrian detection Devarsh Patel Sarthak Patel Megha Patel VLM 14 7 0 08 Sep 2022
4D LUT: Learnable Context-Aware 4D Lookup Table for Image Enhancement Chengxu Liu Huan Yang Jianlong Fu Xueming Qian 22 35 0 05 Sep 2022
Low-Light Video Enhancement with Synthetic Event Guidance Lin Liu Junfeng An Jianzhuang Liu Shanxin Yuan Xiangyu Chen Wen-gang Zhou Houqiang Li Yanfeng Wang Qi Tian 3DV 39 26 0 23 Aug 2022
CuDi: Curve Distillation for Efficient and Controllable Exposure Adjustment Chongyi Li Chunle Guo Ruicheng Feng Shangchen Zhou Chen Change Loy DiffM 21 14 0 28 Jul 2022
Contrastive Monotonic Pixel-Level Modulation Kun Lu Rongpeng Li Honggang Zhang 40 3 0 23 Jul 2022
Unsupervised Night Image Enhancement: When Layer Decomposition Meets Light-Effects Suppression Yeying Jin Wenhan Yang R. Tan 30 129 0 21 Jul 2022
KinD-LCE Curve Estimation And Retinex Fusion On Low-Light Image Xiaochun Lei Weiliang Mai Junlin Xie Chang Lu Zetao Jiang Zhaoting Gong Ziqi Shan Linjun Lu 3DV 16 2 0 19 Jul 2022
Structural Prior Guided Generative Adversarial Transformers for Low-Light Image Enhancement Cong Wang Jin-shan Pan Xiaomei Wu ViT 41 4 0 16 Jul 2022
Learnability Enhancement for Low-light Raw Denoising: Where Paired Real Data Meets Noise Modeling Hansen Feng Lizhi Wang Yuzhi Wang Huan Huang 28 32 0 13 Jul 2022
Towards Robust Low Light Image Enhancement Sara Aghajanzadeh David A. Forsyth 22 2 0 17 May 2022
Exposure Correction Model to Enhance Image Quality Fevziye Irem Eyiokur Dogucan Yaman H. K. Ekenel Alexander Waibel 27 12 0 22 Apr 2022
Low-light Image and Video Enhancement via Selective Manipulation of Chromaticity Sumit Shekhar M. Reimann Amir Semmo S. Pasewaldt Jürgen Döllner Matthias Trapp 23 0 0 09 Mar 2022
Half Wavelet Attention on M-Net+ for Low-Light Image Enhancement Chi-Mao Fan Tsung-Jung Liu Kuan-Hsien Liu 22 72 0 02 Mar 2022
Learning to Adapt to Light Kai-Fu Yang Cheng Cheng Shixuan Zhao Xian-Shi Zhang Yongjie Li 24 31 0 16 Feb 2022
Low-light Image Enhancement by Retinex Based Algorithm Unrolling and Adjustment Xinyi Liu Qi Xie Qian Zhao Hong Qang Deyu Meng 24 38 0 12 Feb 2022
LEDNet: Joint Low-light Enhancement and Deblurring in the Dark Shangchen Zhou Chongyi Li Chen Change Loy 3DV 11 110 0 07 Feb 2022