Retinex Theory

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

    Aug 10, 2026Jongpil JeongRetinex TheoryLow-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

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

    Jul 17, 2026Reina Kaneko, Junya Hara, Hiroshi Higashi +1Retinex TheoryLow-Light Image Enhancement

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

  3. Text as Illumination: Spatial Contrastive Retinex Learning for Language-guided Medical Image Segmentation

    Jun 26, 2026Jian Shi, Cheng Zhen, Pingping Zhang +6Semi-Supervised Medical Image SegmentationRetinex Theory

    School of Software Technology & DUT-RU International School of Information Science and Engineering, Dalian University of Technology, Dalian, China · School of Future Technology, Dalian University of Technology, Dalian, China · Central Hospital of Dalian University of Technology, Dalian, China +2

  4. Continuous Splatting meets Retinex: Continuous Gaussian Splatting and Implicit Reflectance Modeling for Low-Light Image Enhancement

    Jun 15, 2026Yuhan Chen, Yicui Shi, Guofa Li +5Retinex TheoryLow-Light Image Enhancement

    College of Mechanical and Vehicle Engineering, Chongqing University, Chongqing 400044, China · School of Engineering Science, University of Science and Technology of China, Hefei 230026, China · National Innovation Center of Intelligent and Connected Vehicles, Beijing 100089, China +1

  5. InterLight: Leveraging Intrinsic Illumination Priors for Low-Light Image Enhancement

    May 19, 2026Ziqi Wang, Xu Zhang, Laibin Chang +3Low-Light Image EnhancementRetinex Theory

    National Engineering Research Center for Multimedia Software, School of Computer Science, Wuhan University · Department of Computer Science, University of Macau · Department of Computer Vision, Mohamed bin Zayed University of Artificial Intelligence +1

  6. RIDE: Retinex-Informed Decoupling for Exposing Concealed Objects

    May 14, 2026Chunming He, Rihan Zhang, Dingming Zhang +5Retinex TheoryCamouflaged Object Detection

    Duke University · Tsinghua University · Harvard University

  7. CoGE: Sim-to-Real Online Geometric Estimation for Monocular Colonoscopy

    May 13, 2026Liangjing Shao, Beilei Cui, Hongliang RenRobust Geometric Model EstimationColonoscopy

    Department of Electronic Engineering, The Chinese University of Hong Kong, Hong Kong SAR, China · Shenzhen Loop Area Institute, China

  8. M2Retinexformer: Multi-Modal Retinexformer for Low-Light Image Enhancement

    May 11, 2026Youssef Aboelwafa, Hicham G. Elmongui, Marwan TorkiRetinex TheoryLow-Light Image Enhancement

    Alexandria University, Egypt

  9. BFORE: Butterfly-Firefly Optimized Retinex Enhancement for Low-Light Image Quality Improvement

    May 5, 2026Ahmed CherifRetinex TheoryLow-Light Image Enhancement

    Sofrecom Tunisia, Orange Innovation, Tunis, 1053, Tunisia.

  10. Self-DACE++: Robust Low-Light Enhancement via Efficient Adaptive Curve Estimation

    Apr 28, 2026Jianyu Wen, Jun Xie, Feng Chen +5Low-Light Image EnhancementRetinex Theory

    Lenovo Research · Imperial College London · Southern University of Science and Technology +2

  11. Light 'em Up: Enabling Few-Shot Low-Light 3D Gaussian Splatting with Multi-Scale Explicit Retinex Illumination Decoupling

    Apr 27, 2026YuHao Yin, Zongji Wang, Yuanben Zhang +3Novel View SynthesisRetinex Theory

    Aerospace Information Research Institute, Chinese Academy of Sciences · Key Laboratory of Target Cognition and Application Technology (TCAT) · University of Chinese Academy of Sciences +2

  12. FLARE-BO: Fused Luminance and Adaptive Retinex Enhancement via Bayesian Optimisation for Low-Light Robotic Vision

    Apr 23, 2026Nathan Shankar, Pawel Ladosz, Hujun YinRetinex TheoryRobotic Perception

    Department of Mechanical, Aerospace and Civil Engineering and the Department of Electrical and Electronic Engineering at the University of Manchester, Manchester, M13 9PL, United Kingdom