NTIRE 2025 基于事件的图像去模糊挑战赛：方法与结果
计算机视觉与模式识别
2025-04-18 v1
摘要
本文概述了 NTIRE 2025 首届基于事件的图像去模糊挑战赛，详细介绍了所提出的方法及相应结果。该挑战赛的主要目标是设计一种基于事件的方法以实现高质量图像去模糊，并使用峰值信噪比（PSNR）进行定量评估。值得注意的是，对计算复杂度或模型大小没有限制。该任务侧重于利用事件和图像作为输入进行单幅图像去模糊。共有 199 名参与者注册，其中 15 支团队成功提交了有效结果，为基于事件的图像去模糊的现状提供了有价值的见解。我们期待此次挑战赛能推动基于事件的视觉研究的进一步发展。
引用
@article{arxiv.2504.12401,
title = {NTIRE 2025 Challenge on Event-Based Image Deblurring: Methods and Results},
author = {Lei Sun and Andrea Alfarano and Peiqi Duan and Shaolin Su and Kaiwei Wang and Boxin Shi and Radu Timofte and Danda Pani Paudel and Luc Van Gool and Qinglin Liu and Wei Yu and Xiaoqian Lv and Lu Yang and Shuigen Wang and Shengping Zhang and Xiangyang Ji and Long Bao and Yuqiang Yang and Jinao Song and Ziyi Wang and Shuang Wen and Heng Sun and Kean Liu and Mingchen Zhong and Senyan Xu and Zhijing Sun and Jiaying Zhu and Chengjie Ge and Xingbo Wang and Yidi Liu and Xin Lu and Xueyang Fu and Zheng-Jun Zha and Dawei Fan and Dafeng Zhang and Yong Yang and Siru Zhang and Qinghua Yang and Hao Kang and Huiyuan Fu and Heng Zhang and Hongyuan Yu and Zhijuan Huang and Shuoyan Wei and Feng Li and Runmin Cong and Weiqi Luo and Mingyun Lin and Chenxu Jiang and Hongyi Liu and Lei Yu and Weilun Li and Jiajun Zhai and Tingting Lin and Shuang Ma and Sai Zhou and Zhanwen Liu and Yang Wang and Eiffel Chong and Nuwan Bandara and Thivya Kandappu and Archan Misra and Yihang Chen and Zhan Li and Weijun Yuan and Wenzhuo Wang and Boyang Yao and Zhanglu Chen and Yijing Sun and Tianjiao Wan and Zijian Gao and Qisheng Xu and Kele Xu and Yukun Zhang and Yu He and Xiaoyan Xie and Tao Fu and Yashu Gautamkumar Patel and Vihar Ramesh Jain and Divesh Basina and Rishik Ashili and Manish Kumar Manjhi and Sourav Kumar and Prinon Benny and Himanshu Ghunawat and B Sri Sairam Gautam and Anett Varghese and Abhishek Yadav},
journal= {arXiv preprint arXiv:2504.12401},
year = {2025}
}