MIPI 2024 挑战：夜间晕光移除的方法与结果
计算机视觉与模式识别
2024-05-28 v2
摘要
对移动平台上计算摄影和成像的日益增长的需求，导致了先进图像传感器与新型算法在摄像系统中的广泛开发和集成。然而，缺乏高质量数据进行研究，以及学术界和工业界就此技术深入交流的罕见机会，限制了移动智能摄影和成像 (MIPI) 的发展。建立在 ECCV 2022 和 CVPR 2023 之前 MIPI 工作坊成就基础上，我们介绍了本次第三届 MIPI 挑战，包括三个聚焦 novel image sensors 和 imaging algorithms 的轨道。在本文中，我们总结和回顾了 MIPI 2024 上 Nighttime Flare Removal 轨道的结果。总共成功注册了 170 名参赛者，14 支团队在最终测试阶段提交了结果。本次挑战中开发的解决方案在 Nighttime Flare Removal 任务上实现了最先进的性能。本次挑战和数据集的更多详细信息可在 https://mipi-challenge.org/MIPI2024/ 上找到。
引用
@article{arxiv.2404.19534,
title = {MIPI 2024 Challenge on Nighttime Flare Removal: Methods and Results},
author = {Yuekun Dai and Dafeng Zhang and Xiaoming Li and Zongsheng Yue and Chongyi Li and Shangchen Zhou and Ruicheng Feng and Peiqing Yang and Zhezhu Jin and Guanqun Liu and Chen Change Loy and Lize Zhang and Shuai Liu and Chaoyu Feng and Luyang Wang and Shuan Chen and Guangqi Shao and Xiaotao Wang and Lei Lei and Qirui Yang and Qihua Cheng and Zhiqiang Xu and Yihao Liu and Huanjing Yue and Jingyu Yang and Florin-Alexandru Vasluianu and Zongwei Wu and George Ciubotariu and Radu Timofte and Zhao Zhang and Suiyi Zhao and Bo Wang and Zhichao Zuo and Yanyan Wei and Kuppa Sai Sri Teja and Jayakar Reddy A and Girish Rongali and Kaushik Mitra and Zhihao Ma and Yongxu Liu and Wanying Zhang and Wei Shang and Yuhong He and Long Peng and Zhongxin Yu and Shaofei Luo and Jian Wang and Yuqi Miao and Baiang Li and Gang Wei and Rakshank Verma and Ritik Maheshwari and Rahul Tekchandani and Praful Hambarde and Satya Narayan Tazi and Santosh Kumar Vipparthi and Subrahmanyam Murala and Haopeng Zhang and Yingli Hou and Mingde Yao and Levin M S and Aniruth Sundararajan and Hari Kumar A},
journal= {arXiv preprint arXiv:2404.19534},
year = {2024}
}
备注
CVPR 2024 Mobile Intelligent Photography and Imaging (MIPI) Workshop--Nighttime Flare Removal Challenge Report. Website: https://mipi-challenge.org/MIPI2024/