MIPI 2024 Challenge on Nighttime Flare Removal: Methods and Results
Abstract
The increasing demand for computational photography and imaging on mobile platforms has led to the widespread development and integration of advanced image sensors with novel algorithms in camera systems. However, the scarcity of high-quality data for research and the rare opportunity for in-depth exchange of views from industry and academia constrain the development of mobile intelligent photography and imaging (MIPI). Building on the achievements of the previous MIPI Workshops held at ECCV 2022 and CVPR 2023, we introduce our third MIPI challenge including three tracks focusing on novel image sensors and imaging algorithms. In this paper, we summarize and review the Nighttime Flare Removal track on MIPI 2024. In total, 170 participants were successfully registered, and 14 teams submitted results in the final testing phase. The developed solutions in this challenge achieved state-of-the-art performance on Nighttime Flare Removal. More details of this challenge and the link to the dataset can be found at https://mipi-challenge.org/MIPI2024/.
Keywords
Cite
@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}
}
Comments
CVPR 2024 Mobile Intelligent Photography and Imaging (MIPI) Workshop--Nighttime Flare Removal Challenge Report. Website: https://mipi-challenge.org/MIPI2024/