R2RNet: Low-light Image Enhancement via Real-low to Real-normal Network

28 June 2021

Papers citing "R2RNet: Low-light Image Enhancement via Real-low to Real-normal Network"

50 / 51 papers shown

Title
Structure-guided Diffusion Transformer for Low-Light Image Enhancement Xiangchen Yin Zhenda Yu Longtao Jiang Xin Gao Xiao Sun Zhi Liu Xun Yang DiffM 52 0 0 21 Apr 2025
Towards Realistic Low-Light Image Enhancement via ISP Driven Data Modeling Zhihua Wang Yu Long Qinghua Lin Kai Zhang Yujie Zhang Yuming Fang Li Liu Xiaochun Cao 46 0 0 16 Apr 2025
LENVIZ: A High-Resolution Low-Exposure Night Vision Benchmark Dataset Manjushree B. Aithal Rosaura G. VidalMata Manikandtan Kartha Gong Chen Eashan Adhikarla L. N. Kirsten Zhicheng Fu Nikhil Ambha Madhusudhana Joe Nasti 67 0 0 25 Mar 2025
TSCnet: A Text-driven Semantic-level Controllable Framework for Customized Low-Light Image Enhancement Miao Zhang Jun Yin Pengyu Zeng Yiqing Shen Shuai Lu Xueqian Wang DiffM 71 7 0 11 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 61 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 61 0 0 10 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 40 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 62 0 0 24 Feb 2025
Zero-Shot Low Light Image Enhancement with Diffusion Prior Joshua Cho Sara Aghajanzadeh Zhen Zhu David A. Forsyth DiffM 98 0 0 18 Dec 2024
Leveraging Content and Context Cues for Low-Light Image Enhancement Igor Morawski Kai He Shusil Dangi Winston H. Hsu 93 0 0 10 Dec 2024
DMFourLLIE: Dual-Stage and Multi-Branch Fourier Network for Low-Light Image Enhancement Tongshun Zhang Pingping Liu Ming Zhao Haotian Lv 84 3 0 01 Dec 2024
LoLI-Street: Benchmarking Low-Light Image Enhancement and Beyond Md Tanvir Islam Inzamamul Alam Simon Woo Saeed Anwar IK Hyun Lee Khan Muhammad ViT 40 1 0 13 Oct 2024
Unsupervised Low-light Image Enhancement with Lookup Tables and Diffusion Priors Yunlong Lin Zhenqi Fu Kairun Wen Tian-Chun Ye Sixiang Chen Ge Meng Yingying Wang Yue Huang Xiaotong Tu Xinghao Ding DiffM 35 4 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 19 0 0 25 Sep 2024
Fast Context-Based Low-Light Image Enhancement via Neural Implicit Representations Tomávs Chobola Yu Liu Hanyi Zhang Julia A. Schnabel Tingying Peng 65 4 0 17 Jul 2024
LightenDiffusion: Unsupervised Low-Light Image Enhancement with Latent-Retinex Diffusion Models Hai Jiang Ao Luo Xiaohong Liu Songchen Han Shuaicheng Liu DiffM 49 26 0 12 Jul 2024
Unsupervised Image Prior via Prompt Learning and CLIP Semantic Guidance for Low-Light Image Enhancement Igor Morawski Kai He Shusil Dangi Winston H. Hsu VLM 56 2 0 19 May 2024
Referring Flexible Image Restoration Runwei Guan Rongsheng Hu Zhuhao Zhou Tianlang Xue Ka Lok Man Jeremy S. Smith Eng Gee Lim Weiping Ding Yutao Yue 37 0 0 16 Apr 2024
CodeEnhance: A Codebook-Driven Approach for Low-Light Image Enhancement Xu Wu Xianxu Hou Zhihui Lai Jie Zhou Ya-Nan Zhang Witold Pedrycz Linlin Shen 43 3 0 08 Apr 2024
Zero-Reference Low-Light Enhancement via Physical Quadruple Priors Wenjing Wang Huan Yang Jianlong Fu Jiaying Liu DiffM 34 22 0 19 Mar 2024
Multiple Latent Space Mapping for Compressed Dark Image Enhancement Yi Zeng Zhengning Wang Yuxuan Liu Tianjiao Zeng Xuhang Liu Xinglong Luo Shuaicheng Liu Shuyuan Zhu Bing Zeng 34 0 0 12 Mar 2024
Zero-Reference Lighting Estimation Diffusion Model for Low-Light Image Enhancement Jinhong He Minglong Xue Zhipu Liu Chengyun Song DiffM 48 2 0 05 Mar 2024
Troublemaker Learning for Low-Light Image Enhancement Yinghao Song Zhiyuan Cao Wanhong Xiang Sifan Long Bo Yang H. Ge Yanchun Liang Chunguo Wu 32 0 0 07 Feb 2024
Low-light Image Enhancement via CLIP-Fourier Guided Wavelet Diffusion Minglong Xue Jinhong He Wenhai Wang Mingliang Zhou 26 11 0 08 Jan 2024
Zero-Shot Enhancement of Low-Light Image Based on Retinex Decomposition Wenchao Li Bangshu Xiong Qiaofeng Ou Xiaoyun Long Jinhao Zhu Jiabao Chen Shuyuan Wen 27 4 0 06 Nov 2023
AutoDIR: Automatic All-in-One Image Restoration with Latent Diffusion Yitong Jiang Zhaoyang Zhang Tianfan Xue Liang Feng DiffM 52 43 0 16 Oct 2023
ITRE: Low-light Image Enhancement Based on Illumination Transmission Ratio Estimation Yu Wang Yihong Wang Tong Liu Xiubao Sui Qian Chen 19 4 0 08 Oct 2023
Bootstrap Diffusion Model Curve Estimation for High Resolution Low-Light Image Enhancement Jiancheng Huang Yi-fan Liu Shifeng Chen DiffM 52 7 0 26 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 39 28 0 05 Sep 2023
Generalized Lightness Adaptation with Channel Selective Normalization Mingde Yao Jie Huang Xin Jin Ruikang Xu Shenglong Zhou Man Zhou Zhiwei Xiong 38 13 0 26 Aug 2023
DiffLLE: Diffusion-guided Domain Calibration for Unsupervised Low-light Image Enhancement Shuzhou Yang Xuanyu Zhang Yinhuai Wang Jiwen Yu Yuhan Wang Jian Zhang DiffM 34 6 0 18 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
From Generation to Suppression: Towards Effective Irregular Glow Removal for Nighttime Visibility Enhancement Wanyu Wu Wei Wang Zheng Wang Kui Jiang Xin Xu 29 3 0 31 Jul 2023
DRM-IR: Task-Adaptive Deep Unfolding Network for All-In-One Image Restoration Yuanshuo Cheng Mingwen Shao Yecong Wan Chao Wang 23 4 0 15 Jul 2023
Bilevel Fast Scene Adaptation for Low-Light Image Enhancement Long Ma Dian Jin Nan An Jinyuan Liu Xin-Yue Fan Risheng Liu 41 48 0 02 Jun 2023
Low-Light Image Enhancement with Wavelet-based Diffusion Models Hailin Jiang Ao Luo Songchen Han Haoqiang Fan Shuaicheng Liu DiffM 25 133 0 01 Jun 2023
SCRNet: a Retinex Structure-based Low-light Enhancement Model Guided by Spatial Consistency Miaohui Zhang Yiqing Shen Shenghui Zhong 42 7 0 14 May 2023
Deep Quantigraphic Image Enhancement via Comparametric Equations Xiaomeng Wu Yongqing Sun Akisato Kimura 21 0 0 05 Apr 2023
Unlocking Masked Autoencoders as Loss Function for Image and Video Restoration Man Zhou Naishan Zheng Jie Huang Chunle Guo Chongyi Li 32 2 0 29 Mar 2023
Implicit Neural Representation for Cooperative Low-light Image Enhancement Shuzhou Yang Moxuan Ding Yanmin Wu Zihan Li Jian Zhang 31 80 0 21 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 93 0 23 Feb 2023
Practical Exposure Correction: Great Truths Are Always Simple Long Ma Tianjiao Ma Xinwei Xue Xin-Yue Fan Zhongxuan Luo Risheng Liu 8 15 0 29 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
SLLEN: Semantic-aware Low-light Image Enhancement Network Mingye Ju Chuheng Chen Charles A. Guo Jin-shan Pan Jinhui Tang Dacheng Tao 18 2 0 21 Nov 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
Enhancement by Your Aesthetic: An Intelligible Unsupervised Personalized Enhancer for Low-Light Images Naishan Zheng Jie Huang Qiulin Zhu Man Zhou Fengmei Zhao Zhengjun Zha DiffM 31 12 0 15 Jul 2022
Learning with Nested Scene Modeling and Cooperative Architecture Search for Low-Light Vision Risheng Liu Long Ma Tengyu Ma Xin-Yue Fan Zhongxuan Luo 33 38 0 09 Dec 2021
SDWNet: A Straight Dilated Network with Wavelet Transformation for Image Deblurring Wenbin Zou Mingchao Jiang Yunchen Zhang Liang Chen Zhiyong Lu Yi Wu 64 80 0 12 Oct 2021
Learning to See in the Dark Cheng Chen Qifeng Chen Jia Xu V. Koltun 190 1,165 0 04 May 2018