NTIRE 2025 RAW 图像恢复与超分辨率挑战赛
图像与视频处理
2025-06-05 v2 计算机视觉与模式识别
摘要
本文回顾了 NTIRE 2025 RAW 图像恢复与超分辨率挑战赛,重点介绍了所提出的解决方案和结果。RAW 恢复与超分辨率的新方法在现代图像信号处理(ISP)流水线中可能至关重要,然而,该问题在 RGB 领域的探索程度不及在此领域。本次挑战赛的目标有两方面:(i) 恢复具有模糊和噪声退化的 RAW 图像,(ii) 在考虑未知噪声和模糊的情况下,将 RAW Bayer 图像放大 2 倍。在本次挑战赛中,共有 230 名参与者注册,45 名在挑战赛期间提交了结果。本报告展示了 RAW 恢复领域的当前 SOTA。
引用
@article{arxiv.2506.02197,
title = {NTIRE 2025 Challenge on RAW Image Restoration and Super-Resolution},
author = {Marcos V. Conde and Radu Timofte and Zihao Lu and Xiangyu Kong and Xiaoxia Xing and Fan Wang and Suejin Han and MinKyu Park and Tianyu Zhang and Xin Luo and Yeda Chen and Dong Liu and Li Pang and Yuhang Yang and Hongzhong Wang and Xiangyong Cao and Ruixuan Jiang and Senyan Xu and Siyuan Jiang and Xueyang Fu and Zheng-Jun Zha and Tianyu Hao and Yuhong He and Ruoqi Li and Yueqi Yang and Xiang Yu and Guanlan Hong and Minmin Yi and Yuanjia Chen and Liwen Zhang and Zijie Jin and Cheng Li and Lian Liu and Wei Song and Heng Sun and Yubo Wang and Jinghua Wang and Jiajie Lu and Watchara Ruangsan},
journal= {arXiv preprint arXiv:2506.02197},
year = {2025}
}
备注
CVPR 2025 - New Trends in Image Restoration and Enhancement (NTIRE)