Low-Light Image Enhancement

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3 papers in the last four weeks, down 57% on the four weeks before. 0.0% of all new papers.

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  1. OLiVES: An Outdoor Low-Light Video Benchmark for Enhancement and Segmentation

    Oct 14, 2026Yini Li, Joanne Lin, David Blackham +2Low-Light Image EnhancementVideo Object Segmentation

    Visual Information Laboratory, University of Bristol, Bristol, United Kingdom

  2. Dynamic Interpolation for Training-Time Prediction Reshaping in Low-Light Image Enhancement

    Oct 13, 2026Peirui Zhu, Shijie Hao, Jingxi Liao +2Low-Light Image EnhancementImage Enhancement

    School of Computer Science and Information Engineering, Hefei University of Technology, Hefei 230009, China.

  3. IDM-Net: A Lightweight Illumination-Decoupled Modulation Network for Low-Light Image Enhancement

    Sep 25, 2026Cheng-Yen Hsiao, Jing-Ming GuoLow-Light Image Enhancement

    Department of Electrical Engineering National Taiwan University of Science and Technology Taipei, Taiwan

  4. SEE Challenge 2026: Event-Guided Brightness Adjustment Across a Broad Illumination Range

    Sep 24, 2026Yunfan Lu, Mingchao Xu, Hanyu Zhou +9Image EnhancementHDR Imaging

    Hong Kong University of Science and Technology (Guangzhou) · National University of Singapore · Xidian University +5

  5. MirrorDistill: Illumination-Aware Latent Distillation for Efficient Low-Light Restoration

    Sep 21, 2026Farida Mohsen, Tala Zaim, Nurul Izni Rusli +3Low-Light Image EnhancementImage Restoration

    College of Science and Engineering, Hamad Bin Khalifa University, Doha, Qatar. · Faculty of Electrical Engineering & Technology, Universiti Malaysia Perlis, Malaysia · ELEC Department, Vrije Universiteit Brussel, Brussels, Belgium.

  6. NOVA-GS: Noise-Aware View-Consistent Gaussian Splatting for Low-Light Novel View Synthesis

    Sep 11, 2026Shaurya Pavan A, Vemunuri Divya Madhuri, Yash Pradeep Gawande +1Multi-View Consistency3D Gaussian Splatting

    Indian Institute of Technology Madras

  7. P-PatchDiff: Progressive Patch Diffusion Models for Low-light Image Enhancement

    Sep 1, 2026Ruoyu Guo, Haonan Zhong, Maurice Pagnucco +1Diffusion Models for Image RestorationLow-Light Image Enhancement

    School of Computer Science and Engineering, University of New South Wales, Sydney, Australia.

  8. DARD: Zero-Shot Degradation-Aware Retinex-Guided Diffusion for Low-Light Image Enhancement

    Aug 29, 2026Wenjie Cai, Yuezhe Yang, Jianyang Xia +2Image EnhancementLow-Light Image Enhancement

    Guangdong Laboratory of Artificial Intelligence and Digital Economy (SZ), Shenzhen 518083, China · Anhui Provincial International Joint Research Center for Advanced Technology in Medical Imaging, School of Artificial Intelligence, Anhui University, Hefei 230601, China · State Key Laboratory of Opto-Electronic Information Acquisition and Protection Technology, the Anhui Provincial Key Laboratory of Secure Artificial Intelligence, Anhui Provincial International Joint Research Center for Advanced Technology in Medical Imaging, and the School of Artificial Intelligence, Anhui University, Hefei, China

  9. Di2^2CycleSB: Towards High-Quality Unsupervised Nighttime Visibility Enhancement via Schrödinger Bridge Transformer

    Aug 29, 2026Hanting Li, Xin Sun, Wei Ye +2Image EnhancementLow-Light Image Enhancement

    Faculty of Data Science, City University of Macau, 999078, SAR Macao, China · College of Electronic and Information Engineering, Shanghai Research Institute for Autonomous Intelligent Systems, State Key Laboratory of Autonomous Intelligent Unmanned Systems, Tongji University, Shanghai, China · Department of Automation, Tsinghua University, Beijing, China +1

  10. Bridge Damage Detection from Low-Light UAV Imagery via Degradation-Aware Mixture-of-Experts Enhancement

    Aug 24, 2026Hu Wang, Hongxu Pu, Zhiqi Hu +2Image RestorationLow-Light Image Enhancement

    School of Computer Science and Engineering, University of Electronic Science and Technology of China, No. 2006, Xiyuan Avenue, West Hi-Tech Zone, Chengdu, 611731, China · Sustainability X-Lab, The University of Hong Kong, Hong Kong, China · School of Architecture, Building, and Civil Engineering, Loughborough University, Loughborough, UK, LE11 3TU +2

  11. BC-IHV: Conditioning the Color Space for Stable Rectified-Flow Low-Light Enhancement

    Aug 22, 2026Yi Ai, Zheng Chen, Yuanhao Cai +2Image EnhancementLow-Light Image Enhancement

    Shanghai Jiao Tong University · Johns Hopkins University

  12. AutoLumNet: Monotone Optimal Transport for Single-Shot Exposure Correction

    Aug 20, 2026Airin Akter Tania, Md Raihan Khan, Mohiuddin AhmadImage EnhancementLow-Light Image Enhancement

    Department of Electrical and Electronic Engineering (EEE) Khulna University of Engineering & Technology (KUET), Bangladesh

  13. Towards Color-Faithful Low-Light Image Enhancement via Adaptive Color Debiasing and Saturation Rectification

    Aug 11, 2026Zhichen Yang, Rui Xu, Yuzhen Niu +3Image EnhancementLow-Light Image Enhancement

    Fuzhou University, Fuzhou, Fujian, China

  14. NTIRE 2026 Low-light Enhancement: Twilight Cowboy Challenge

    Aug 10, 2026Aleksei Khalin, Egor Ershov, Artyom Panshin +46Image EnhancementLow-Light Image Enhancement

  15. Bright-Channel Retinex Enhancement with a Conditional Overdispered-Noise Analysis

    Aug 10, 2026Jongpil JeongImage EnhancementLow-Light Image Enhancement

    3D Optical Imaging Systems Lab, Department of Eletronics and Information Communication Engineering, Faculty of Computer Science and Systems Engineering, Kyushu Institute of Technology, Iizuka, Fukuoka, Japan

  16. Retrieval-Augmented Generation-Based Color Restoration for Low-Light Image Enhancement

    Aug 8, 2026Li-Wei Lu, Shaou-Gang MiaouLow-Light Image EnhancementImage Restoration

    Department of Electronic Engineering, Chung Yuan Christian University, Taoyuan 320, Taiwan

  17. Learning Structural Illumination for Unsupervised Low-light Enhancement

    Aug 8, 2026Tianle Du, Peiyuan He, Hainuo Wang +2Low-Light Image Enhancement

    Tianjin University · Dunhuang Academy

  18. Overcoming Attention Drift: Homogeneity-Heterogeneity Guided Feature Aggregation for Low-Light Remote Sensing Image Enhancement

    Aug 6, 2026Yaozi Zhong, Xingxing Yang, Shaohui Mei +1Image EnhancementLow-Light Image Enhancement

    School of Information and Artificial Intelligence, Yunnan University of Finance and Economics, Kunming, China · Department of Computer Science, Hong Kong Baptist University, Hong Kong, China · School of Electronics and Information, Northwestern Polytechnical University, Xi’an 710129, China

  19. UBLLIE: Unified Backlight and Low-Light Image Enhancement

    Aug 5, 2026Yasmin Yasin, Muhammad Usman, Ibrahim Radwan +1Image EnhancementLow-Light Image Enhancement

    King Fahd University of Petroleum and Minerals, Dhahran, Saudi Arabia · Ontario Tech University, Oshawa, Canada · University of Western Australia, Perth, Australia +1

  20. Beyond Illumination: A Conditional Mutual Information-Guided Network for Low-Light Image Enhancement

    Aug 3, 2026Ya-nan Guan, Shaonan Zhang, Tao Dai +5Low-Light Image Enhancement

    College of Artificial Intelligence, Nankai University, Tianjin, China · College of Computer Science and Software Engineering, Shenzhen University, China · Tsinghua Shenzhen International Graduate School, Tsinghua University, Shenzhen, China +2

  21. When Extreme Darkness Meets Motion Blur: MeanFlow for Unified RAW Restoration

    Aug 3, 2026Zepu Wang, Jingze Liang, Weijie Xiao +1Low-Light Image EnhancementImage Denoising

    University of Electronic Science and Technology of China

  22. AeroLLE: Constrained Pseudo-Supervision for Nighttime Aerial Image Enhancement with the AeroNight-1.5K Benchmark

    Aug 1, 2026Wei Lu, Hongyuan Liu, Si-Bao ChenImage EnhancementLow-Light Image Enhancement

    MOE Key Lab of ICSP, IMIS Lab of Anhui, Anhui Provincial Key Lab of Multimodal Cognitive Computation, Zenmorn-AHU · AI Joint Lab, School of Computer Science and Technology, Anhui University, Hefei 230601, China

  23. Toward Robust and 3D-Aware RGB-NIR Imaging in the Dark

    Jul 31, 2026Muyao Niu, Mingze Ma, Yifan Zhan +5Image EnhancementInfrared-Visible Image Fusion

    The University of Tokyo Tokyo, Japan · Adelaide University Adelaide, Australia · School of Artificial Intelligence (SAI) Shanghai Jiao Tong University Shanghai, China +1

  24. BlindPSNR: A No-Reference Fidelity Predictor for Low-Light Image Enhancement

    Jul 30, 2026Mingzhe Lyu, Jinqiang Cui, Hong ZhangImage EnhancementLow-Light Image Enhancement

    Shenzhen Key Laboratory of Robotics and Computer Vision, Southern University of Science and Technology, Shenzhen 518055, China · Pengcheng Laboratory, Shenzhen 518108, China

  25. Low-light Image Enhancement via Multi-scale Attention combined with Fourier Transform

    Jul 27, 2026Wenbin Du, Jian Long, Zhu CaoFrequency-Domain Feature LearningLow-Light Image Enhancement

    aKey Laboratory of Smart Manufacturing in Energy Chemical Process, Ministry of Education, East China University of Science and Technology, Shanghai, 200237, China · bCollege of Electronics and Information Engineering, Tongji University, Shanghai 201804, China · cShanghai Research Institute for Intelligent Autonomous Systems, Tongji University, Shanghai 201210, China

  26. WREN: Low Light Image Enhancement Using Retinex theory-based Double U-Net-like Structures

    Jul 17, 2026Reina Kaneko, Junya Hara, Hiroshi Higashi +1Image EnhancementU-Net

    The University of Osaka, Osaka, Japan · Kansai University, Osaka, Japan

  27. Thresholded Cross-Attention for Reliable Intensity-Chromaticity Fusion in Low-Light Image Enhancement

    Jul 15, 2026Yanyi Wu, Xu Zhang, Junkai Chen +6Cross-AttentionLow-Light Image Enhancement

    School of Information Engineering, Guangdong University of Technology, Guangzhou 510000, China · School of Computer Science, Wuhan University, Wuhan 430000, China · Department of Computer Vision, Mohamed bin Zayed University of Artificial Intelligence, Abu Dhabi, United Arab Emirates +2

  28. EeveeDark: A Binary Neural Framework for Low-Light Video Enhancement via Event-Guided Sensor-Level Fusion

    Jul 7, 2026Onur Eker, Erkut Erdem, Aykut ErdemLow-Light Image EnhancementMultimodal Sensor Fusion

    Department of Computer Engineering, Hacettepe University, TR-06800 Ankara, Turkey, and also with HAVELSAN Inc., TR-06510, Ankara, Turkey · Department of Computer Engineering, Hacettepe University, TR-06800 Ankara, Turkey, and also with the Koc University Is Bank AI Center, TR-34450, Istanbul, Turkey · Department of Computer Engineering, Koc University, TR-34450 Istanbul, Turkey, and also with the Koc University Is Bank AI Center, TR-34450, Istanbul, Turkey

  29. Geometry-aware Depth-guided Representation Learning for Structure-preserving Low-light Image Enhancement

    Jul 6, 2026Fang Gao, Jiongkai Qin, Jiabao Wang +5Image EnhancementVisual Representation Learning

    School of Electrical Engineering, Guangxi University, Nanning, Guangxi 530004, China · School of Rail Transportation, Soochow University, Suzhou, Jiangsu 215500, China

  30. MambaLIE: Scene Light Intensity-Boosted Low-Light Image Enhancement with State Space Model

    Jul 3, 2026Wanshu Fan, Xiangyu Li, Cong Wang +4Low-Light Image EnhancementVisual SSMs

    National and Local Joint Engineering Laboratory of Computer Aided Design, School of Software Engineering, Dalian University, Dalian, China · Hong Kong Polytechnic University, Hong Kong, China · School of Computer Science and Technology, Dalian University of Technology Dalian, China +1