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"

24 / 24 papers shown

Title
A review of advancements in low-light image enhancement using deep learning Fangxue Liu Lei Fan 34 0 0 09 May 2025
Brightness Perceiving for Recursive Low-Light Image Enhancement H. Wang Long Peng Yuejin Sun Zengyu Wan Yang Wang Yang Cao 65 12 0 03 Apr 2025
GM-MoE: Low-Light Enhancement with Gated-Mechanism Mixture-of-Experts Minwen Liao Hao Bo Dong Xinyi Wang Ziyang Yan Yihua Shao MoE DiffM 56 0 0 10 Mar 2025
Self-supervision via Controlled Transformation and Unpaired Self-conditioning for Low-light Image Enhancement Aupendu Kar S. K. Dhara Debashis Sen P. Biswas 45 4 0 01 Mar 2025
SEE: See Everything Every Time -- Adaptive Brightness Adjustment for Broad Light Range Images via Events Yunfan Lu Xiaogang Xu Hao Lu Yanlin Qian Pengteng Li ... Bin Yang Junyi Li Qianyi Cai Weiyu Guo Hui Xiong 31 0 0 28 Feb 2025
KAN See In the Dark Aoxiang Ning Minglong Xue Jinhong He Chengyun Song 31 2 0 05 Sep 2024
A Comprehensive Survey on Underwater Image Enhancement Based on Deep Learning Xiaofeng Cong Yu Zhao Jie Gui Junming Hou Dacheng Tao 27 5 0 30 May 2024
MambaLLIE: Implicit Retinex-Aware Low Light Enhancement with Global-then-Local State Space Jiangwei Weng Zhiqiang Yan Ying Tai J. Qian Jian Yang Jun Li Mamba 22 9 0 25 May 2024
Efficient Real-world Image Super-Resolution Via Adaptive Directional Gradient Convolution Long Peng Yang Cao Renjing Pei Wenbo Li Jiaming Guo Xueyang Fu Yang Wang Zheng-Jun Zha 29 12 0 11 May 2024
LDM-ISP: Enhancing Neural ISP for Low Light with Latent Diffusion Models Qiang Wen Yazhou Xing Zhefan Rao Qifeng Chen DiffM 27 0 0 02 Dec 2023
Joint Correcting and Refinement for Balanced Low-Light Image Enhancement Xiaotian Zhou Hong Shi Yahong Han 16 4 0 28 Sep 2023
Explainable Artificial Intelligence driven mask design for self-supervised seismic denoising C. Birnie M. Ravasi 6 8 0 13 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 20 18 0 05 Jul 2023
Deep Quantigraphic Image Enhancement via Comparametric Equations Xiaomeng Wu Yongqing Sun Akisato Kimura 13 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 20 176 0 03 Apr 2023
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 11 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 11 3 0 16 Nov 2022
Contrastive Monotonic Pixel-Level Modulation Kun Lu Rongpeng Li Honggang Zhang 19 3 0 23 Jul 2022
Unsupervised Night Image Enhancement: When Layer Decomposition Meets Light-Effects Suppression Yeying Jin Wenhan Yang R. Tan 22 122 0 21 Jul 2022
Towards Unsupervised Deep Image Enhancement with Generative Adversarial Network Zhangkai Ni Wenhan Yang Shiqi Wang Lin Ma Sam Kwong GAN 39 81 0 30 Dec 2020
Model-blind Video Denoising Via Frame-to-frame Training T. Ehret Axel Davy Jean-Michel Morel Gabriele Facciolo Pablo Arias 49 78 0 30 Nov 2018
Learning to See in the Dark Cheng Chen Qifeng Chen Jia Xu V. Koltun 168 1,157 0 04 May 2018
MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications Andrew G. Howard Menglong Zhu Bo Chen Dmitry Kalenichenko Weijun Wang Tobias Weyand M. Andreetto Hartwig Adam 3DH 948 20,214 0 17 Apr 2017
Deep Joint Rain Detection and Removal from a Single Image Wenhan Yang R. Tan Jiashi Feng Jiaying Liu Zongming Guo Shuicheng Yan 117 882 0 25 Sep 2016