Low-Light Image Enhancement

Latest papers 87

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

All topics
CardsList
  1. LEIQ-Assessor: Multi-dimensional Quality Assessment of Low-light Enhanced Images via Multi-task Learning

    Jun 29, 2026Wei Sun, Yanwei Jiang, Dandan Zhu +4Low-Light Image EnhancementImage Quality Assessment

  2. EvLIR: Learning Illumination Residuals from Ordered Events for Low-Light Image Enhancement

    Jun 28, 2026Haoxian Zhou, Chuanzhi Xu, Langyi Chen +5Event-Based VisionImage Enhancement

  3. Enlight: Fast Low-Light Image Enhancement via Multi-Objective Optimization and Shadow-Aware Refinement

    Jun 19, 2026Nirjhor Datta, M. Sohel RahmanImage EnhancementInference-Time Optimization

  4. AIGS-Net: Compact Illumination Field Modeling via 2D Gaussian Splatting for Fast Low-Light Image Enhancement

    Jun 16, 2026Yuhan Chen, Kunyang Huang, Fuchen Li +4Image EnhancementLow-Light Image Enhancement

  5. Gaussian Light Field Splatting: A Physical Prior-Driven Vision Transformer for Unsupervised Low-Light Image Enhancement

    Jun 16, 2026Yuhan Chen, Wenxuan Yu, Guofa Li +6Vision TransformerLow-Light Image Enhancement

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

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

  7. AnyMod-LLVE: Low-Light Video Enhancement with Modality-Agnostic Inference

    Jun 9, 2026Hangfeng Liang, Yutao Hu, Yanhan Hu +3Missing-Modality LearningCross-Modal Representation Learning

  8. Overlapped Wavelet Diffusion for Low-Light Image Enhancement

    Jun 9, 2026Fen Peng, Taizo Suzuki, Seisuke KyochiDiffusion Models for Image RestorationFrequency-Domain Image Processing

  9. TAE: Target-aware enhancer for nighttime UAV tracking

    May 28, 2026Yanyan Chen, Ruigang Fu, Yu Song +1Low-Light Image Enhancement

  10. Internally Referenced Low-Light Enhancement

    May 27, 2026Peiyuan He, Hainuo Wang, Hengxing Liu +2Self-Supervised LearningLow-Light Image Enhancement

  11. ControlLight: Towards Controllable, Consistent, and Generalizable Low-Light Enhancement

    May 25, 2026Yufeng Yang, Jianzhuang Liu, Jisheng Chu +4Image EnhancementLow-Light Image Enhancement

  12. PixIE: Prompted Pixel-Space Low-Light Image Enhancement

    May 22, 2026Ruirui Lin, Guoxi Huang, David Bull +1Low-Light Image EnhancementImage Denoising

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

    May 19, 2026Ziqi Wang, Xu Zhang, Laibin Chang +3Image EnhancementLow-Light Image Enhancement

  14. ZeroIDIR: Zero-Reference Illumination Degradation Image Restoration with Perturbed Consistency Diffusion Models

    May 12, 2026Hai Jiang, Zhen Liu, Yinjie Lei +3Low-Light Image EnhancementImage Restoration

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

    May 11, 2026Youssef Aboelwafa, Hicham G. Elmongui, Marwan TorkiImage EnhancementLow-Light Image Enhancement

  16. SIMI: Self-information Mining Network for Low-light Image Enhancement

    May 8, 2026Xuanshuo Fu, Lei Kang, Javier Vazquez-CorralLow-Light Image Enhancement

  17. AMIEOD: Adaptive Multi-Experts Image Enhancement for Object Detection in Low-Illumination Scenes

    May 7, 2026Xiaochen Huang, Honggang Chen, Weicheng Zhang +4Mixture of ExpertsLow-Light Image Enhancement

  18. Rethinking Low-Light Image Enhancement: A Log-Domain Intensity--Chromaticity Decoupling Perspective

    May 4, 2026Guangrui Bai, Yifan Mei, Yahui Deng +4Low-Light Image Enhancement

  19. Beyond Pixel Fidelity: Minimizing Perceptual Distortion and Color Bias in Night Photography Rendering

    Apr 30, 2026Furkan KınlıLow-Light Image Enhancement

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

    Apr 28, 2026Jianyu Wen, Jun Xie, Feng Chen +5Image EnhancementLow-Light Image Enhancement

  21. Reading in the Dark: Low-light Scene Text Recognition

    Apr 26, 2026Xuanshuo Fu, Lei Kang, Ernest Valveny +2Scene Text RecognitionLow-Light Image Enhancement

  22. BVI-Mamba: Video Enhancement Using a Visual State-Space Model for Low-Light and Underwater Environments

    Apr 26, 2026Guoxi Huang, Ruirui Lin, Yini Li +2Underwater ImagingLow-Light Image Enhancement

  23. Breaking Degradation Coupling: A Structural Entropy Guided Decoupled Framework and Benchmark for Infrared Enhancement

    Apr 24, 2026Pu Li, Huafeng Li, Yafei Zhang +2Thermal ImagingImage Enhancement

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

    Apr 23, 2026Nathan Shankar, Pawel Ladosz, Hujun YinImage EnhancementBayesian Optimization