학술논문
NTIRE 2023 Challenge on Image Denoising: Methods and Results
Document Type
Conference
Author
Li, Yawei; Zhang, Yulun; Timofte, Radu; Gool, Luc Van; Tu, Zhijun; Du, Kunpeng; Wang, Hailing; Chen, Hanting; Li, Wei; Wang, Xiaofei; Hu, Jie; Wang, Yunhe; Kong, Xiangyu; Wu, Jinlong; Zhang, Dafeng; Zhang, Jianxing; Liu, Shuai; Bai, Furui; Feng, Chaoyu; Wang, Hao; Zhang, Yuqian; Shao, Guangqi; Wang, Xiaotao; Lei, Lei; Xu, Rongjian; Zhang, Zhilu; Chen, Yunjin; Ren, Dongwei; Zuo, Wangmeng; Wu, Qi; Han, Mingyan; Cheng, Shen; Li, Haipeng; Jiang, Ting; Jiang, Chengzhi; Li, Xinpeng; Luo, Jinting; Lin, Wenjie; Yu, Lei; Fan, Haoqiang; Liu, Shuaicheng; Arora, Aditya; Zamir, Syed Waqas; Vazquez-Corral, Javier; Derpanis, Konstantinos G.; Brown, Michael S.; Li, Hao; Zhao, Zhihao; Pan, Jinshan; Dong, Jiangxin; Tang, Jinhui; Yang, Bo; Chen, Jingxiang; Li, Chenghua; Zhang, Xi; Zhang, Zhao; Ren, Jiahuan; Ji, Zhicheng; Miao, Kang; Zhao, Suiyi; Zheng, Huan; Wei, YanYan; Liu, Kangliang; Du, Xiangcheng; Liu, Sijie; Zheng, Yingbin; Wu, Xingjiao; Jin, Cheng; Irny, Rajeev; Koundinya, Sriharsha; Kamath, Vighnesh; Khandelwal, Gaurav; Khowaja, Sunder Ali; Yoon, Jiseok; Lee, Ik Hyun; Chen, Shijie; Zhao, Chengqiang; Yang, Huabin; Zhang, Zhongjian; Huang, Junjia; Zhang, Yanru
Source
2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) CVPRW Computer Vision and Pattern Recognition Workshops (CVPRW), 2023 IEEE/CVF Conference on. :1905-1921 Jun, 2023
Subject
Language
ISSN
2160-7516
Abstract
This paper reviews the NTIRE 2023 challenge on image denoising (σ = 50) with a focus on the proposed solutions and results. The aim is to obtain a network design capable to produce high-quality results with the best performance measured by PSNR for image denoising. Independent additive white Gaussian noise (AWGN) is assumed and the noise level is 50. The challenge had 225 registered participants, and 16 teams made valid submissions. They gauge the state-of-the-art for image denoising.