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| Format: | Preprint |
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2025
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| Subjects: | |
| Online Access: | https://arxiv.org/abs/2504.12401 |
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| _version_ | 1866916693546106880 |
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| author | Sun, Lei Alfarano, Andrea Duan, Peiqi Su, Shaolin Wang, Kaiwei Shi, Boxin Timofte, Radu Paudel, Danda Pani Van Gool, Luc Liu, Qinglin Yu, Wei Lv, Xiaoqian Yang, Lu Wang, Shuigen Zhang, Shengping Ji, Xiangyang Bao, Long Yang, Yuqiang Song, Jinao Wang, Ziyi Wen, Shuang Sun, Heng Liu, Kean Zhong, Mingchen Xu, Senyan Sun, Zhijing Zhu, Jiaying Ge, Chengjie Wang, Xingbo Liu, Yidi Lu, Xin Fu, Xueyang Zha, Zheng-Jun Fan, Dawei Zhang, Dafeng Yang, Yong Zhang, Siru Yang, Qinghua Kang, Hao Fu, Huiyuan Zhang, Heng Yu, Hongyuan Huang, Zhijuan Wei, Shuoyan Li, Feng Cong, Runmin Luo, Weiqi Lin, Mingyun Jiang, Chenxu Liu, Hongyi Yu, Lei Li, Weilun Zhai, Jiajun Lin, Tingting Ma, Shuang Zhou, Sai Liu, Zhanwen Wang, Yang Chong, Eiffel Bandara, Nuwan Kandappu, Thivya Misra, Archan Chen, Yihang Li, Zhan Yuan, Weijun Wang, Wenzhuo Yao, Boyang Chen, Zhanglu Sun, Yijing Wan, Tianjiao Gao, Zijian Xu, Qisheng Xu, Kele Zhang, Yukun He, Yu Xie, Xiaoyan Fu, Tao Patel, Yashu Gautamkumar Jain, Vihar Ramesh Basina, Divesh Ashili, Rishik Manjhi, Manish Kumar Kumar, Sourav Benny, Prinon Ghunawat, Himanshu Gautam, B Sri Sairam Varghese, Anett Yadav, Abhishek |
| author_facet | Sun, Lei Alfarano, Andrea Duan, Peiqi Su, Shaolin Wang, Kaiwei Shi, Boxin Timofte, Radu Paudel, Danda Pani Van Gool, Luc Liu, Qinglin Yu, Wei Lv, Xiaoqian Yang, Lu Wang, Shuigen Zhang, Shengping Ji, Xiangyang Bao, Long Yang, Yuqiang Song, Jinao Wang, Ziyi Wen, Shuang Sun, Heng Liu, Kean Zhong, Mingchen Xu, Senyan Sun, Zhijing Zhu, Jiaying Ge, Chengjie Wang, Xingbo Liu, Yidi Lu, Xin Fu, Xueyang Zha, Zheng-Jun Fan, Dawei Zhang, Dafeng Yang, Yong Zhang, Siru Yang, Qinghua Kang, Hao Fu, Huiyuan Zhang, Heng Yu, Hongyuan Huang, Zhijuan Wei, Shuoyan Li, Feng Cong, Runmin Luo, Weiqi Lin, Mingyun Jiang, Chenxu Liu, Hongyi Yu, Lei Li, Weilun Zhai, Jiajun Lin, Tingting Ma, Shuang Zhou, Sai Liu, Zhanwen Wang, Yang Chong, Eiffel Bandara, Nuwan Kandappu, Thivya Misra, Archan Chen, Yihang Li, Zhan Yuan, Weijun Wang, Wenzhuo Yao, Boyang Chen, Zhanglu Sun, Yijing Wan, Tianjiao Gao, Zijian Xu, Qisheng Xu, Kele Zhang, Yukun He, Yu Xie, Xiaoyan Fu, Tao Patel, Yashu Gautamkumar Jain, Vihar Ramesh Basina, Divesh Ashili, Rishik Manjhi, Manish Kumar Kumar, Sourav Benny, Prinon Ghunawat, Himanshu Gautam, B Sri Sairam Varghese, Anett Yadav, Abhishek |
| contents | This paper presents an overview of NTIRE 2025 the First Challenge on Event-Based Image Deblurring, detailing the proposed methodologies and corresponding results. The primary goal of the challenge is to design an event-based method that achieves high-quality image deblurring, with performance quantitatively assessed using Peak Signal-to-Noise Ratio (PSNR). Notably, there are no restrictions on computational complexity or model size. The task focuses on leveraging both events and images as inputs for single-image deblurring. A total of 199 participants registered, among whom 15 teams successfully submitted valid results, offering valuable insights into the current state of event-based image deblurring. We anticipate that this challenge will drive further advancements in event-based vision research. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2504_12401 |
| institution | arXiv |
| publishDate | 2025 |
| record_format | arxiv |
| spellingShingle | NTIRE 2025 Challenge on Event-Based Image Deblurring: Methods and Results Sun, Lei Alfarano, Andrea Duan, Peiqi Su, Shaolin Wang, Kaiwei Shi, Boxin Timofte, Radu Paudel, Danda Pani Van Gool, Luc Liu, Qinglin Yu, Wei Lv, Xiaoqian Yang, Lu Wang, Shuigen Zhang, Shengping Ji, Xiangyang Bao, Long Yang, Yuqiang Song, Jinao Wang, Ziyi Wen, Shuang Sun, Heng Liu, Kean Zhong, Mingchen Xu, Senyan Sun, Zhijing Zhu, Jiaying Ge, Chengjie Wang, Xingbo Liu, Yidi Lu, Xin Fu, Xueyang Zha, Zheng-Jun Fan, Dawei Zhang, Dafeng Yang, Yong Zhang, Siru Yang, Qinghua Kang, Hao Fu, Huiyuan Zhang, Heng Yu, Hongyuan Huang, Zhijuan Wei, Shuoyan Li, Feng Cong, Runmin Luo, Weiqi Lin, Mingyun Jiang, Chenxu Liu, Hongyi Yu, Lei Li, Weilun Zhai, Jiajun Lin, Tingting Ma, Shuang Zhou, Sai Liu, Zhanwen Wang, Yang Chong, Eiffel Bandara, Nuwan Kandappu, Thivya Misra, Archan Chen, Yihang Li, Zhan Yuan, Weijun Wang, Wenzhuo Yao, Boyang Chen, Zhanglu Sun, Yijing Wan, Tianjiao Gao, Zijian Xu, Qisheng Xu, Kele Zhang, Yukun He, Yu Xie, Xiaoyan Fu, Tao Patel, Yashu Gautamkumar Jain, Vihar Ramesh Basina, Divesh Ashili, Rishik Manjhi, Manish Kumar Kumar, Sourav Benny, Prinon Ghunawat, Himanshu Gautam, B Sri Sairam Varghese, Anett Yadav, Abhishek Computer Vision and Pattern Recognition This paper presents an overview of NTIRE 2025 the First Challenge on Event-Based Image Deblurring, detailing the proposed methodologies and corresponding results. The primary goal of the challenge is to design an event-based method that achieves high-quality image deblurring, with performance quantitatively assessed using Peak Signal-to-Noise Ratio (PSNR). Notably, there are no restrictions on computational complexity or model size. The task focuses on leveraging both events and images as inputs for single-image deblurring. A total of 199 participants registered, among whom 15 teams successfully submitted valid results, offering valuable insights into the current state of event-based image deblurring. We anticipate that this challenge will drive further advancements in event-based vision research. |
| title | NTIRE 2025 Challenge on Event-Based Image Deblurring: Methods and Results |
| topic | Computer Vision and Pattern Recognition |
| url | https://arxiv.org/abs/2504.12401 |