Image Enhancement

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Latest papers 109

12 papers in the last four weeks, down 37% on the four weeks before. 0.1% of all new papers.

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  1. Unifying Deep Stochastic Processes for Image Enhancement

    May 2, 2026Wojciech Kozłowski, Radosław Kuczbański, Kamil Adamczewski +2Image EnhancementStochastic Differential Equations

    Wrocław University of Science and Technology, Wrocław, Poland · Tooploox, Warsaw, Poland

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

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

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

  3. Multi-Branch Non-Homogeneous Image Dehazing via Concentration Partitioning and Image Fusion

    Apr 27, 2026Yingming Zhang, Wuqi Su, Qing Xiao +1Image EnhancementImage Restoration

    School of Software and Internet of Things Engineering, Zhejiang Gongshang University · School of Computer Science and Technology, Tiangong University

  4. 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

    Faculty of Information Engineering and Automation, Kunming University of Science and Technology · Department of Biomedical Engineering, Hefei University of Technology · School of Mathematics and Statistics, Yunnan University

  5. 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

    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

  6. Bridging the Training-Deployment Gap: Gated Encoding and Multi-Scale Refinement for Efficient Quantization-Aware Image Enhancement

    Apr 23, 2026Dat To-Thanh, Nghia Nguyen-Trong, Hoang Vo +2Image EnhancementOn-Device Inference

    University of Science, VNU-HCM, Vietnam · Vietnam National University, Ho Chi Minh City, Vietnam · University of Information Technology, VNU-HCM, Vietnam +2

  7. Lucky High Dynamic Range Smartphone Imaging

    Apr 21, 2026Baiang Li, Ruyu Yan, Ethan Tseng +4Image EnhancementHDR Imaging

    Princeton University, USA · Adobe, USA · Princeton University, Princeton, NJ, USA

  8. SmartPhotoCrafter: Unified Reasoning, Generation and Optimization for Automatic Photographic Image Editing

    Apr 21, 2026Ying Zeng, Miaosen Luo, Guangyuan Li +10Image EnhancementImage Editing

    vivo BlueImage Lab, vivo Mobile Communication Co., Ltd.

  9. Evaluating Histogram Matching for Robust Deep learning-Based Grapevine Disease Detection

    Apr 21, 2026Ruben Pascual, Inés Hernández, Salvador Gutiérrez +4Distribution Shift RobustnessImage Enhancement

    Institute of Smart Cities (ISC), Dept. of Statistics, Computer Science and Mathematics, Public Univ. of Navarre (UPNA), 31006 Pamplona, Spain · Institute of Grapevine and Wine Sciences (Univ. of La Rioja, CSIC, Govt. of La Rioja), 26007, Logroño, Spain and Televitis Research Group, Univ. of La Rioja, 26006, Logroño, Spain · Dept. of Computer Science and AI, Univ. of Granada, 18071, Granada, Spain +1

  10. Learned Nonlocal Feature Matching and Filtering for RAW Image Denoising

    Apr 19, 2026Marco Sánchez-Beeckman, Antoni BuadesImage EnhancementImage Denoising

    IAC3 & Departament de Ciències Matemàtiques i Informàtica, Universitat de les Illes Balears · aDept. of Mathematics and Computer Science, Universitat de les Illes Balears, Cra. de Valldemossa km 7.5, Palma, 07122, Illes Balears, Spain · bInstitute of Applied Computing and Community Code (IAC3), Universitat de les Illes Balears, C/ Blaise Pascal 7, Parc BIT, Palma, 07121, Illes Balears, Spain

  11. IA-CLAHE: Image-Adaptive Clip Limit Estimation for CLAHE

    Apr 17, 2026Rikuto Otsuka, Yuho Shoji, Yuka Ogino +2Image Enhancement

    NEC Corporation

  12. OmniLight: One Model to Rule All Lighting Conditions

    Apr 16, 2026Youngjin Oh, Junyoung Park, Junhyeong Kwon +1Shadow RemovalImage Enhancement

    Department of ECE, INMC, Seoul National University, South Korea · IPAI, Seoul National University, South Korea

  13. High-Speed Full-Color HDR Imaging via Unwrapping Modulo-Encoded Spike Streams

    Apr 16, 2026Chu Zhou, Siqi Yang, Kailong Zhang +4Image EnhancementHDR Imaging

    Digital Content and Media Sciences Research Division, National Institute of Informatics, Tokyo 101-8430, Japan · Institute for Artificial Intelligence, the State Key Laboratory of Multimedia Information Processing, School of Computer Science, and the National Engineering Research Center of Visual Technology, School of Computer Science, Peking University, Beijing 100080, China · Pattern Recognition and Intelligent System Laboratory, School of Artificial Intelligence, Beijing University of Posts and Telecommunications, Beijing 100876, China +1

  14. Multigrain-aware Semantic Prototype Scanning and Tri-Token Prompt Learning Embraced High-Order RWKV for Pan-Sharpening

    Apr 16, 2026Junfeng Li, Wenyang Zhou, Xueheng Li +3Image EnhancementRemote Sensing

    Shenzhen Campus of Sun Yat-sen University · Xidian University · University of Science and Technology of China +3

  15. Unified Removal of Raindrops and Reflections: A New Benchmark and A Novel Pipeline

    Mar 17, 2026Xingyu Liu, Zewei He, Yu Chen +4Diffusion Models for Image RestorationImage Enhancement

    Huanjiang Laboratory, Zhuji, China · School of Aeronautics and Astronautics, Zhejiang University, Hangzhou, China · Hangzhou Institute of Technology, Xidian University, Hangzhou, China +1

  16. RL-AWB: Deep Reinforcement Learning for Auto White Balance Correction in Low-Light Night-time Scenes

    Jan 8, 2026Yuan-Kang Lee, Kuan-Lin Chen, Chia-Che Chang +1Image EnhancementReinforcement Learning

    MediaTek Inc., Taiwan · National Taiwan University, Taiwan · National Yang Ming Chiao Tung University, Taiwan

  17. Off the Planckian Locus: Using 2D Chromaticity to Improve In-Camera Color

    Nov 21, 2025SaiKiran Tedla, Joshua E. Little, Hakki Can Karaimer +1Image Enhancement

    1York University · University of Toronto · 2AI Center-Toronto, Samsung Electronics

  18. Lumina-OmniLV: A Unified Multimodal Framework for General Low-Level Vision

    Apr 7, 2025Yuandong Pu, Le Zhuo, Kaiwen Zhu +7Diffusion Models for Image RestorationImage Enhancement

    Shanghai Jiao Tong University · Shanghai AI Laboratory · University of Macau +3

  19. Data Alchemy: Mitigating Cross-Site Model Variability Through Test Time Data Calibration

    Jul 18, 2024Abhijeet Parida, Antonia Alomar, Zhifan Jiang +7Image EnhancementTest-Time Adaptation

    Children’s National Hospital, Washington, DC, USA · Universitat Pompeu Fabra, Barcelona, Spain · Universidad Polit´ecnica de Madrid, Madrid, Spain +2