Kindling the Darkness: A Practical Low-light Image Enhancer

4 May 2019

Papers citing "Kindling the Darkness: A Practical Low-light Image Enhancer"

50 / 269 papers shown

Title
DFVO: Learning Darkness-free Visible and Infrared Image Disentanglement and Fusion All at Once Qi Zhou Yukai Shi Xiaojun Yang Xiaoyu Xian Lunjia Liao Ruimao Zhang Liang Lin 43 0 0 07 May 2025
Optimization of Module Transferability in Single Image Super-Resolution: Universality Assessment and Cycle Residual Blocks Haotong Cheng Zhiqi Zhang Hao Li X. Zhang SupR 42 0 0 06 May 2025
FusionNet: Multi-model Linear Fusion Framework for Low-light Image Enhancement Kangbiao Shi Yixu Feng Tao Hu Yu Cao Peng Wu Yijin Liang Y. Zhang Qingsen Yan 16 0 0 27 Apr 2025
Structure-guided Diffusion Transformer for Low-Light Image Enhancement Xiangchen Yin Zhenda Yu Longtao Jiang Xin Gao Xiao Sun Zhi Liu Xun Yang DiffM 37 0 0 21 Apr 2025
Towards Scale-Aware Low-Light Enhancement via Structure-Guided Transformer Design Wei Dong Yan Min Han Zhou Jun Chen ViT 21 0 0 18 Apr 2025
Towards Realistic Low-Light Image Enhancement via ISP Driven Data Modeling Zhihua Wang Yu Long Qinghua Lin Kai Zhang Y. Zhang Yuming Fang Li Liu Xiaochun Cao 30 0 0 16 Apr 2025
SemiISP/SemiIE: Semi-Supervised Image Signal Processor and Image Enhancement Leveraging One-to-Many Mapping sRGB-to-RAW Masakazu Yoshimura Junji Otsuka Radu Berdan Takeshi Ohashi 30 0 0 03 Apr 2025
Devil is in the Uniformity: Exploring Diverse Learners within Transformer for Image Restoration Shihao Zhou Dayu Li Jinshan Pan Juncheng Zhou Jinglei Shi Jufeng Yang 48 0 0 26 Mar 2025
Cat-AIR: Content and Task-Aware All-in-One Image Restoration Jiachen Jiang Tianyu Ding K. Zhang Jinxin Zhou Tianyi Chen Ilya Zharkov Zhihui Zhu Luming Liang 44 0 0 23 Mar 2025
Illuminating Darkness: Enhancing Real-world Low-light Scenes with Smartphone Images S. Sharif Abdur Rehman Zain Ul Abidin R. A. Naqvi Fayaz Ali Dharejo Radu Timofte 48 2 0 10 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 53 0 0 10 Mar 2025
Retinex-MEF: Retinex-based Glare Effects Aware Unsupervised Multi-Exposure Image Fusion Haowen Bai Jiangshe Zhang Zixiang Zhao Lilun Deng Yukun Cui Shuang Xu 45 1 0 10 Mar 2025
LapLoss: Laplacian Pyramid-based Multiscale loss for Image Translation Krish Didwania Ishaan Gakhar Prakhar Arya Sanskriti Labroo 52 0 0 07 Mar 2025
ERetinex: Event Camera Meets Retinex Theory for Low-Light Image Enhancement Xuejian Guo Zhiqiang Tian Yuehang Wang Siqi Li Yu Jiang Shaoyi Du Yue Gao 31 0 0 04 Mar 2025
Striving for Faster and Better: A One-Layer Architecture with Auto Re-parameterization for Low-Light Image Enhancement Nan An Long Ma Guangchao Han Xin-Yue Fan Risheng Liu 31 0 0 27 Feb 2025
LUMINA-Net: Low-light Upgrade through Multi-stage Illumination and Noise Adaptation Network for Image Enhancement Namrah Siddiqua Kim Suneung 54 0 0 24 Feb 2025
DLEN: Dual Branch of Transformer for Low-Light Image Enhancement in Dual Domains Junyu Xia Jiesong Bai Yihang Dong ViT 60 0 0 21 Jan 2025
Natural Language Supervision for Low-light Image Enhancement Jiahui Tang Kaihua Zhou Zhijian Luo Yueen Hou 29 0 0 11 Jan 2025
Dual Degradation-Inspired Deep Unfolding Network for Low-Light Image Enhancement Huake Wang Xingsong Hou Xiaoyang Yan Kaibing Zhang Xiangyong Cao Xueming Qian 78 0 0 03 Jan 2025
Rethinking Model Redundancy for Low-light Image Enhancement Tong Li Lizhi Wang Hansen Feng Lin Zhu Wanxuan Lu Hua Huang 67 0 0 21 Dec 2024
Zero-Shot Low Light Image Enhancement with Diffusion Prior Joshua Cho Sara Aghajanzadeh Zhen Zhu David A. Forsyth DiffM 87 0 0 18 Dec 2024
Leveraging Content and Context Cues for Low-Light Image Enhancement Igor Morawski Kai He Shusil Dangi Winston H. Hsu 77 0 0 10 Dec 2024
Learning Adaptive Lighting via Channel-Aware Guidance Qirui Yang Peng-Tao Jiang H. Zhang Jinwei Chen Bo Li Huanjing Yue Jingyu Yang 66 0 0 02 Dec 2024
DMFourLLIE: Dual-Stage and Multi-Branch Fourier Network for Low-Light Image Enhancement Tongshun Zhang Pingping Liu Ming Zhao Haotian Lv 68 3 0 01 Dec 2024
WARLearn: Weather-Adaptive Representation Learning Shubham Agarwal Raz Birman Ofer Hadar 76 0 0 21 Nov 2024
DIS-Mine: Instance Segmentation for Disaster-Awareness in Poor-Light Condition in Underground Mines Mizanur Rahman Jewel Mohamed Elmahallawy S. Madria Samuel Frimpong 65 0 0 20 Nov 2024
AllRestorer: All-in-One Transformer for Image Restoration under Composite Degradations J. Mao Y. Yang Xuesong Yin Ling Shao Hao Tang 23 0 0 16 Nov 2024
Joint multi-dimensional dynamic attention and transformer for general image restoration Huan Zhang Xu Zhang Nian Cai Jianglei Di Yun Zhang ViT 25 0 0 12 Nov 2024
LuSh-NeRF: Lighting up and Sharpening NeRFs for Low-light Scenes Zefan Qu Ke Xu Gerhard Hancke Rynson W. H. Lau 27 0 0 11 Nov 2024
Wavelet-based Mamba with Fourier Adjustment for Low-light Image Enhancement Junhao Tan Songwen Pei Wei Qin Bo Fu Ximing Li Libo Huang Mamba 19 0 0 27 Oct 2024
You Only Look Around: Learning Illumination Invariant Feature for Low-light Object Detection Mingbo Hong Shen Cheng Haibin Huang Haoqiang Fan Shuaicheng Liu ObjD 16 0 0 24 Oct 2024
Super-resolving Real-world Image Illumination Enhancement: A New Dataset and A Conditional Diffusion Model Yang Liu Yaofang Liu J. Pan Yuxiang Hui Fan Jia Raymond H. Chan T. Zeng 34 0 0 16 Oct 2024
Efficient Diffusion as Low Light Enhancer Guanzhou Lan Qianli Ma Yuqi Yang Zhigang Wang Dong Wang Yuan Yuan Bin Zhao 22 0 0 16 Oct 2024
LIME-Eval: Rethinking Low-light Image Enhancement Evaluation via Object Detection Mingjia Li Hao Zhao Xiaojie Guo ObjD 17 2 0 11 Oct 2024
Learning Efficient and Effective Trajectories for Differential Equation-based Image Restoration Zhiyu Zhu Jinhui Hou Hui Liu Huanqiang Zeng Junhui Hou 24 0 0 07 Oct 2024
ReviveDiff: A Universal Diffusion Model for Restoring Images in Adverse Weather Conditions Wenfeng Huang Guoan Xu Wenjing Jia Stuart W. Perry Guangwei Gao 42 1 0 27 Sep 2024
Semi-LLIE: Semi-supervised Contrastive Learning with Mamba-based Low-light Image Enhancement Guanlin Li Ke Zhang Ting Wang Ming Li Bin Zhao Xuelong Li 14 0 0 25 Sep 2024
Low-Light Enhancement Effect on Classification and Detection: An Empirical Study Xu Wu Zhihui Lai Zhou Jie Can Gao Xianxu Hou Ya-Nan Zhang Linlin Shen 11 0 0 22 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 49 0 0 06 Sep 2024
Real-Time Multi-Scene Visibility Enhancement for Promoting Navigational Safety of Vessels Under Complex Weather Conditions R. W. Liu Yuxu Lu Yuan Gao Yu Guo Wenqi Ren F. Zhu Fei-Yue Wang 25 0 0 02 Sep 2024
EvLight++: Low-Light Video Enhancement with an Event Camera: A Large-Scale Real-World Dataset, Novel Method, and More Kanghao Chen Guoqiang Liang Hangyu Li Yunfan Lu Lin Wang 3DV VGen 26 1 0 29 Aug 2024
LMT-GP: Combined Latent Mean-Teacher and Gaussian Process for Semi-supervised Low-light Image Enhancement Ye Yu Fengxin Chen Jun Yu Zhen Kan 20 0 0 29 Aug 2024
SDI-Net: Toward Sufficient Dual-View Interaction for Low-light Stereo Image Enhancement Linlin Hu Ao Sun Shijie Hao Richang Hong M. Wang 25 0 0 20 Aug 2024
Multi-Scale Representation Learning for Image Restoration with State-Space Model Yuhong He Long Peng Qiaosi Yi Chen Wu Lu Wang Mamba 21 0 0 19 Aug 2024
ExpoMamba: Exploiting Frequency SSM Blocks for Efficient and Effective Image Enhancement Eashan Adhikarla Kai Zhang John Nicholson Brian D. Davison Mamba 21 0 0 19 Aug 2024
Latent Disentanglement for Low Light Image Enhancement Zhihao Zheng Mooi Choo Choo Chuah 29 0 0 12 Aug 2024
Unified-EGformer: Exposure Guided Lightweight Transformer for Mixed-Exposure Image Enhancement Eashan Adhikarla Kai Zhang Rosaura G. VidalMata Manjushree B. Aithal Nikhil Ambha Madhusudhana John Nicholson Lichao Sun Brian D. Davison 22 1 0 18 Jul 2024
Fast Context-Based Low-Light Image Enhancement via Neural Implicit Representations Tomávs Chobola Yu Liu Hanyi Zhang Julia A. Schnabel Tingying Peng 46 4 0 17 Jul 2024
GLARE: Low Light Image Enhancement via Generative Latent Feature based Codebook Retrieval Han Zhou Wei Dong Xiaohong Liu Shuaicheng Liu Xiongkuo Min Guangtao Zhai Jun Chen 43 11 0 17 Jul 2024
OneRestore: A Universal Restoration Framework for Composite Degradation Yu Guo Yuan Gao Yuxu Lu Huilin Zhu R. W. Liu Shengfeng He DiffM 22 0 0 05 Jul 2024