NTIRE 2024低光图像增强挑战：方法与结果
计算机视觉与模式识别
2024-04-23 v1
摘要
本文综述了NTIRE 2024低光图像增强挑战，概述了所提出的解决方案和结果。该挑战的目标是发现一种有效的网络设计或解决方案，能够在处理各种条件时（包括超高分辨率（4K及以上）、非均匀照明、背光、极端黑暗和夜间场景），生成更亮、更清晰且视觉上更吸引人的图像。该挑战共有428名参与者报名，最终有22支队伍提交了有效的提交物。本文细致评估了低光图像增强领域的最新进展，反映出该领域取得了显著的进步和创造力。
引用
@article{arxiv.2404.14248,
title = {NTIRE 2024 Challenge on Low Light Image Enhancement: Methods and Results},
author = {Xiaoning Liu and Zongwei Wu and Ao Li and Florin-Alexandru Vasluianu and Yulun Zhang and Shuhang Gu and Le Zhang and Ce Zhu and Radu Timofte and Zhi Jin and Hongjun Wu and Chenxi Wang and Haitao Ling and Yuanhao Cai and Hao Bian and Yuxin Zheng and Jing Lin and Alan Yuille and Ben Shao and Jin Guo and Tianli Liu and Mohao Wu and Yixu Feng and Shuo Hou and Haotian Lin and Yu Zhu and Peng Wu and Wei Dong and Jinqiu Sun and Yanning Zhang and Qingsen Yan and Wenbin Zou and Weipeng Yang and Yunxiang Li and Qiaomu Wei and Tian Ye and Sixiang Chen and Zhao Zhang and Suiyi Zhao and Bo Wang and Yan Luo and Zhichao Zuo and Mingshen Wang and Junhu Wang and Yanyan Wei and Xiaopeng Sun and Yu Gao and Jiancheng Huang and Hongming Chen and Xiang Chen and Hui Tang and Yuanbin Chen and Yuanbo Zhou and Xinwei Dai and Xintao Qiu and Wei Deng and Qinquan Gao and Tong Tong and Mingjia Li and Jin Hu and Xinyu He and Xiaojie Guo and Sabarinathan and K Uma and A Sasithradevi and B Sathya Bama and S. Mohamed Mansoor Roomi and V. Srivatsav and Jinjuan Wang and Long Sun and Qiuying Chen and Jiahong Shao and Yizhi Zhang and Marcos V. Conde and Daniel Feijoo and Juan C. Benito and Alvaro García and Jaeho Lee and Seongwan Kim and Sharif S M A and Nodirkhuja Khujaev and Roman Tsoy and Ali Murtaza and Uswah Khairuddin and Ahmad 'Athif Mohd Faudzi and Sampada Malagi and Amogh Joshi and Nikhil Akalwadi and Chaitra Desai and Ramesh Ashok Tabib and Uma Mudenagudi and Wenyi Lian and Wenjing Lian and Jagadeesh Kalyanshetti and Vijayalaxmi Ashok Aralikatti and Palani Yashaswini and Nitish Upasi and Dikshit Hegde and Ujwala Patil and Sujata C and Xingzhuo Yan and Wei Hao and Minghan Fu and Pooja choksy and Anjali Sarvaiya and Kishor Upla and Kiran Raja and Hailong Yan and Yunkai Zhang and Baiang Li and Jingyi Zhang and Huan Zheng},
journal= {arXiv preprint arXiv:2404.14248},
year = {2024}
}
备注
NTIRE 2024 Challenge Report