NTIRE 2025低光照图像增强挑战赛：方法与结果 (NTIRE 2025 Challenge on Low Light Image Enhancement: Methods and Results)

Xiaoning Liu,Zongwei Wu,Florin-Alexandru Vasluianu,Hailong Yan,Bin Ren,Yulun Zhang,Shuhang Gu,Le Zhang,Ce Zhu,Radu Timofte,Kangbiao Shi,Yixu Feng,Tao Hu,Yu Cao,Peng Wu,Yijin Liang,Yanning Zhang,Qingsen Yan,Han Zhou,Wei Dong,Yan Min,Mohab Kishawy,Jun Chen,Pengpeng Yu,Anjin Park,Seung-Soo Lee,Young-Joon Park,Zixiao Hu,Junyv Liu,Huilin Zhang,Jun Zhang,Fei Wan,Bingxin Xu,Hongzhe Liu,Cheng Xu,Weiguo Pan,Songyin Dai,Xunpeng Yi,Qinglong Yan,Yibing Zhang,Jiayi Ma,Changhui Hu,Kerui Hu,Donghang Jing,Tiesheng Chen,Zhi Jin,Hongjun Wu,Biao Huang,Haitao Ling,Jiahao Wu,Dandan Zhan,G Gyaneshwar Rao,Vijayalaxmi Ashok Aralikatti,Nikhil Akalwadi,Ramesh Ashok Tabib,Uma Mudenagudi,Ruirui Lin,Guoxi Huang,Nantheera Anantrasirichai,Qirui Yang,Alexandru Brateanu,Ciprian Orhei,Cosmin Ancuti,Daniel Feijoo,Juan C. Benito,Álvaro García,Marcos V. Conde,Yang Qin,Raul Balmez,Anas M. Ali,Bilel Benjdira,Wadii Boulila,Tianyi Mao,Huan Zheng,Yanyan Wei,Shengeng Tang,Dan Guo,Zhao Zhang,Sabari Nathan,K Uma,A Sasithradevi,B Sathya Bama,S. Mohamed Mansoor Roomi,Ao Li,Xiangtao Zhang,Zhe Liu,Yijie Tang,Jialong Tang,Zhicheng Fu,Gong Chen,Joe Nasti,John Nicholson,Zeyu Xiao,Zhuoyuan Li,Ashutosh Kulkarni,Prashant W. Patil,Santosh Kumar Vipparthi,Subrahmanyam Murala,Duan Liu,Weile Li,Hangyuan Lu,Rixian Liu,Tengfeng Wang,Jinxing Liang,Chenxin Yu

from arxiv, CVPR NTIRE 2025 Workshop, please refer to https://openaccess.thecvf.com/CVPR2025_workshops/NTIRE

This paper presents a comprehensive review of the NTIRE 2025 Low-Light Image Enhancement (LLIE) Challenge, highlighting the proposed solutions and final outcomes. The objective of the challenge is to identify effective networks capable of producing brighter, clearer, and visually compelling images under diverse and challenging conditions. A remarkable total of 762 participants registered for the competition, with 28 teams ultimately submitting valid entries. This paper thoroughly evaluates the state-of-the-art advancements in LLIE, showcasing the significant progress.

翻译：本文对NTIRE 2025低光照图像增强挑战赛进行了全面综述，重点介绍了所提出的解决方案与最终成果。本次挑战赛的目标是识别能够在多样且具有挑战性的条件下，生成更明亮、更清晰且视觉上吸引人的图像的有效网络。总计有762名参赛者注册了本次比赛，最终有28支团队提交了有效方案。本文深入评估了低光照图像增强领域的最新技术进展，展示了该领域取得的显著进步。