EnlightenGAN: Deep Light Enhancement without Paired Supervision

17 June 2019

Papers citing "EnlightenGAN: Deep Light Enhancement without Paired Supervision"

50 / 59 papers shown

Title
A review of advancements in low-light image enhancement using deep learning Fangxue Liu Lei Fan 37 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
YOLO-LLTS: Real-Time Low-Light Traffic Sign Detection via Prior-Guided Enhancement and Multi-Branch Feature Interaction Ziyu Lin Yunfan Wu Yuhang Ma Junzhou Chen Ronghui Zhang Jiaming Wu Guodong Yin Liang Lin 51 0 0 18 Mar 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
DarkDeblur: Learning single-shot image deblurring in low-light condition S. Sharif R. A. Naqvi Farman Alic Mithun Biswas VLM 71 18 0 04 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
Dual Degradation-Inspired Deep Unfolding Network for Low-Light Image Enhancement Huake Wang Xingsong Hou Xiaoyang Yan Kaibing Zhang Xiangyong Cao Xueming Qian 86 0 0 03 Jan 2025
Zero-Shot Low Light Image Enhancement with Diffusion Prior Joshua Cho Sara Aghajanzadeh Zhen Zhu David A. Forsyth DiffM 94 0 0 18 Dec 2024
ReviveDiff: A Universal Diffusion Model for Restoring Images in Adverse Weather Conditions Wenfeng Huang Guoan Xu Wenjing Jia Stuart W. Perry Guangwei Gao 52 1 0 27 Sep 2024
RCNet: Deep Recurrent Collaborative Network for Multi-View Low-Light Image Enhancement Hao Luo Baoliang Chen Lingyu Zhu Peilin Chen Shiqi Wang 3DV 51 0 0 06 Sep 2024
KAN See In the Dark Aoxiang Ning Minglong Xue Jinhong He Chengyun Song 31 2 0 05 Sep 2024
NamedCurves: Learned Image Enhancement via Color Naming David Serrano-Lozano Luis Herranz Michael S. Brown Javier Vázquez-Corral DiffM 31 1 0 13 Jul 2024
SID: Stereo Image Dataset for Autonomous Driving in Adverse Conditions Zaid A. El-Shair Abdalmalek Abu-raddaha Aaron Cofield Hisham Alawneh Mohamed Aladem Yazan Hamzeh S. Rawashdeh 20 6 0 06 Jul 2024
RSEND: Retinex-based Squeeze and Excitation Network with Dark Region Detection for Efficient Low Light Image Enhancement Jingcheng Li Ye Qiao Haocheng Xu Sitao Huang 52 0 0 14 Jun 2024
Lightening Anything in Medical Images Ben Fei Yixuan Li Weidong Yang Hengjun Gao Jingyi Xu Lipeng Ma Yatian Yang Pinghong Zhou MedIm 14 2 0 01 Jun 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
Text in the Dark: Extremely Low-Light Text Image Enhancement Che-Tsung Lin Chun Chet Ng Zhi Qin Tan Wan Jun Nah Xinyu Wang Jie-Long Kew Po-Hao Hsu Shang-Hong Lai Chee Seng Chan Christopher Zach 24 0 0 22 Apr 2024
HawkDrive: A Transformer-driven Visual Perception System for Autonomous Driving in Night Scene Ziang Guo S. Perminov Mikhail Konenkov Dzmitry Tsetserukou 15 6 0 06 Apr 2024
Specularity Factorization for Low-Light Enhancement A. S. Baslamisli Noah Snavely. Intrinsic 34 3 0 02 Apr 2024
Geometric-Aware Low-Light Image and Video Enhancement via Depth Guidance Yingqi Lin Xiaogang Xu Yan Han Jiafei Wu Zhe Liu 19 0 0 26 Dec 2023
NDELS: A Novel Approach for Nighttime Dehazing, Low-Light Enhancement, and Light Suppression Silvano Bernabel S. Agaian 28 3 0 11 Dec 2023
An Efficient Illumination Invariant Tiger Detection Framework for Wildlife Surveillance Gaurav Pendharkar A.Ancy Micheal Jason Misquitta Ranjeesh Kaippada 13 2 0 29 Nov 2023
4K-Resolution Photo Exposure Correction at 125 FPS with ~8K Parameters Yijie Zhou Chao Li Jin Liang Tianyi Xu Xin Liu Jun Xu 3DV 19 9 0 15 Nov 2023
Dynamic Association Learning of Self-Attention and Convolution in Image Restoration Kui Jiang Xuemei Jia Wenxin Huang Wenbin Wang Zheng Wang Junjun Jiang 13 1 0 09 Nov 2023
Joint Correcting and Refinement for Balanced Low-Light Image Enhancement Xiaotian Zhou Hong Shi Yahong Han 16 4 0 28 Sep 2023
CNN Injected Transformer for Image Exposure Correction Shuning Xu Xiangyu Chen Binbin Song Jiantao Zhou ViT 17 6 0 08 Sep 2023
IndGIC: Supervised Action Recognition under Low Illumination Jing-Teng Zeng 22 1 0 29 Aug 2023
HQG-Net: Unpaired Medical Image Enhancement with High-Quality Guidance Chunming He Kai Li Guoxia Xu Jiangpeng Yan Longxiang Tang Yulun Zhang Xiu Li Yao Wang MedIm 11 36 0 15 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 23 18 0 05 Jul 2023
Crowd-Powered Photo Enhancement Featuring an Active Learning Based Local Filter Satoshi Kosugi T. Yamasaki 11 2 0 15 Jun 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
Human Pose Estimation in Extremely Low-Light Conditions Sohyun Lee Jaesung Rim Boseung Jeong Geon-Yeong Kim Byungju Woo Haechan Lee Sung-Jin Cho Suha Kwak VLM 25 21 0 27 Mar 2023
Visibility Constrained Wide-band Illumination Spectrum Design for Seeing-in-the-Dark Muyao Niu Zhuoxiao Li Zhihang Zhong Yinqiang Zheng 10 5 0 21 Mar 2023
Joint Multi-Scale Tone Mapping and Denoising for HDR Image Enhancement Litao Hu Huaijin Chen J. Allebach 27 11 0 16 Mar 2023
Gap-closing Matters: Perceptual Quality Evaluation and Optimization of Low-Light Image Enhancement Baoliang Chen Lingyu Zhu Hanwei Zhu Wenhan Yang Linqi Song Shiqi Wang 32 6 0 22 Feb 2023
DarkVision: A Benchmark for Low-light Image/Video Perception Bo Zhang Yuchen Guo Runzhao Yang Zhihong Zhang Jiayi Xie J. Suo Qionghai Dai 16 7 0 16 Jan 2023
LVRNet: Lightweight Image Restoration for Aerial Images under Low Visibility Esha Pahwa Achleshwar Luthra Pratik Narang 20 4 0 13 Jan 2023
Learning to Kindle the Starlight Yu Yuan Jiaqi Wu Lindong Wang Zhongliang Jing H. Leung Shuyuan Zhu Han Pan DiffM 13 3 0 16 Nov 2022
DynamicISP: Dynamically Controlled Image Signal Processor for Image Recognition Masakazu Yoshimura Junji Otsuka Atsushi Irie Takeshi Ohashi VLM 19 17 0 02 Nov 2022
Contrastive Monotonic Pixel-Level Modulation Kun Lu Rongpeng Li Honggang Zhang 21 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
TreEnhance: A Tree Search Method For Low-Light Image Enhancement Marco Cotogni C. Cusano 14 23 0 25 May 2022
Pik-Fix: Restoring and Colorizing Old Photos Runsheng Xu Zhengzhong Tu Yuanqi Du Xiaoyu Dong Jinlong Li Zibo Meng Jiaqi Ma A. Bovik Hongkai Yu 19 13 0 04 May 2022
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 13 64 0 06 Apr 2022
The Loop Game: Quality Assessment and Optimization for Low-Light Image Enhancement Danni Huang Lingyu Zhu Hanwei Zhu Wenhan Yang Fangbo Lu Baoliang Chen 40 2 0 20 Feb 2022
Zero-Reference Image Restoration for Under-Display Camera of UAV Zhuoran Zheng Xiuyi Jia Yunliang Zhuang 25 0 0 13 Feb 2022
Linear Array Network for Low-light Image Enhancement Keqi Wang Ziteng Cui Jieru Jia Hao Xu Gene K. Wu Zhuang Yin Lu Chen Zhiguo Hu Yuhua Qian 16 3 0 22 Jan 2022
RFormer: Transformer-based Generative Adversarial Network for Real Fundus Image Restoration on A New Clinical Benchmark Zhuo Deng Yuanhao Cai Lu Chen Zheng Gong Qiqi Bao Xue Yao D. Fang Shaochong Zhang Lan Ma ViT MedIm 13 52 0 03 Jan 2022
Towards Low Light Enhancement with RAW Images Haofeng Huang Wenhan Yang Yueyu Hu Jiaying Liu Ling-yu Duan 10 52 0 28 Dec 2021
Seeing Objects in dark with Continual Contrastive Learning U. Dutta ObjD 16 3 0 06 Dec 2021