NTIRE 2025 低光图像增强挑战：方法与结果
计算机视觉与模式识别
2025-10-16 v1
摘要
本文综合回顾了 NTIRE 2025 低光图像增强 (LLIE) 挑战，概述了所提出的解决方案及最终结果。挑战的目标是识别能够在多样且具有挑战性的条件下产生更亮、更清晰、更具视觉吸引力的图像的有效网络。本次竞赛共有 762 名参与者报名，最终有 28 支队伍提交了有效条目。本文全面评估了低光图像增强领域的最新进展，展示了显著的进步。
引用
@article{arxiv.2510.13670,
title = {NTIRE 2025 Challenge on Low Light Image Enhancement: Methods and Results},
author = {Xiaoning Liu and Zongwei Wu and Florin-Alexandru Vasluianu and Hailong Yan and Bin Ren and Yulun Zhang and Shuhang Gu and Le Zhang and Ce Zhu and Radu Timofte and Kangbiao Shi and Yixu Feng and Tao Hu and Yu Cao and Peng Wu and Yijin Liang and Yanning Zhang and Qingsen Yan and Han Zhou and Wei Dong and Yan Min and Mohab Kishawy and Jun Chen and Pengpeng Yu and Anjin Park and Seung-Soo Lee and Young-Joon Park and Zixiao Hu and Junyv Liu and Huilin Zhang and Jun Zhang and Fei Wan and Bingxin Xu and Hongzhe Liu and Cheng Xu and Weiguo Pan and Songyin Dai and Xunpeng Yi and Qinglong Yan and Yibing Zhang and Jiayi Ma and Changhui Hu and Kerui Hu and Donghang Jing and Tiesheng Chen and Zhi Jin and Hongjun Wu and Biao Huang and Haitao Ling and Jiahao Wu and Dandan Zhan and G Gyaneshwar Rao and Vijayalaxmi Ashok Aralikatti and Nikhil Akalwadi and Ramesh Ashok Tabib and Uma Mudenagudi and Ruirui Lin and Guoxi Huang and Nantheera Anantrasirichai and Qirui Yang and Alexandru Brateanu and Ciprian Orhei and Cosmin Ancuti and Daniel Feijoo and Juan C. Benito and Álvaro García and Marcos V. Conde and Yang Qin and Raul Balmez and Anas M. Ali and Bilel Benjdira and Wadii Boulila and Tianyi Mao and Huan Zheng and Yanyan Wei and Shengeng Tang and Dan Guo and Zhao Zhang and Sabari Nathan and K Uma and A Sasithradevi and B Sathya Bama and S. Mohamed Mansoor Roomi and Ao Li and Xiangtao Zhang and Zhe Liu and Yijie Tang and Jialong Tang and Zhicheng Fu and Gong Chen and Joe Nasti and John Nicholson and Zeyu Xiao and Zhuoyuan Li and Ashutosh Kulkarni and Prashant W. Patil and Santosh Kumar Vipparthi and Subrahmanyam Murala and Duan Liu and Weile Li and Hangyuan Lu and Rixian Liu and Tengfeng Wang and Jinxing Liang and Chenxin Yu},
journal= {arXiv preprint arXiv:2510.13670},
year = {2025}
}
备注
CVPR NTIRE 2025 Workshop, please refer to https://openaccess.thecvf.com/CVPR2025_workshops/NTIRE