第十届 NTIRE 2025 图像去噪挑战赛报告
计算机视觉与模式识别
2025-04-17 v1
摘要
本文概述了 NTIRE 2025 图像去噪挑战赛（{\sigma} = 50），重点介绍了所提出的方法及相应结果。主要目标是开发一种能够实现高质量去噪性能的网络架构，并使用 PSNR 进行定量评估，且对计算复杂度或模型大小没有限制。该任务假设存在固定噪声水平为 50 的独立加性高斯白噪声（AWGN）。共有 290 名参与者注册了此次挑战赛，20 支队伍成功提交了有效结果，为当前图像去噪领域的最新技术提供了见解。
关键词
引用
@article{arxiv.2504.12276,
title = {The Tenth NTIRE 2025 Image Denoising Challenge Report},
author = {Lei Sun and Hang Guo and Bin Ren and Luc Van Gool and Radu Timofte and Yawei Li and Xiangyu Kong and Hyunhee Park and Xiaoxuan Yu and Suejin Han and Hakjae Jeon and Jia Li and Hyung-Ju Chun and Donghun Ryou and Inju Ha and Bohyung Han and Jingyu Ma and Zhijuan Huang and Huiyuan Fu and Hongyuan Yu and Boqi Zhang and Jiawei Shi and Heng Zhang and Huadong Ma and Deepak Kumar Tyagi and Aman Kukretti and Gajender Sharma and Sriharsha Koundinya and Asim Manna and Jun Cheng and Shan Tan and Jun Liu and Jiangwei Hao and Jianping Luo and Jie Lu and Satya Narayan Tazi and Arnim Gautam and Aditi Pawar and Aishwarya Joshi and Akshay Dudhane and Praful Hambadre and Sachin Chaudhary and Santosh Kumar Vipparthi and Subrahmanyam Murala and Jiachen Tu and Nikhil Akalwadi and Vijayalaxmi Ashok Aralikatti and Dheeraj Damodar Hegde and G Gyaneshwar Rao and Jatin Kalal and Chaitra Desai and Ramesh Ashok Tabib and Uma Mudenagudi and Zhenyuan Lin and Yubo Dong and Weikun Li and Anqi Li and Ang Gao and Weijun Yuan and Zhan Li and Ruting Deng and Yihang Chen and Yifan Deng and Zhanglu Chen and Boyang Yao and Shuling Zheng and Feng Zhang and Zhiheng Fu and Anas M. Ali and Bilel Benjdira and Wadii Boulila and Jan Seny and Pei Zhou and Jianhua Hu and K. L. Eddie Law and Jaeho Lee and M. J. Aashik Rasool and Abdur Rehman and SMA Sharif and Seongwan Kim and Alexandru Brateanu and Raul Balmez and Ciprian Orhei and Cosmin Ancuti and Zeyu Xiao and Zhuoyuan Li and Ziqi Wang and Yanyan Wei and Fei Wang and Kun Li and Shengeng Tang and Yunkai Zhang and Weirun Zhou and Haoxuan Lu},
journal= {arXiv preprint arXiv:2504.12276},
year = {2025}
}