ML Anthology

NTIRE 2019 Challenge on Real Image Denoising: Methods and Results

Abdelrahman Abdelhamed, Radu Timofte, Michael S. Brown, Songhyun Yu, Bumjun Park, Jechang Jeong, Seung-Won Jung, Dong-Wook Kim, Jae Ryun Chung, Jiaming Liu, Yuzhi Wang, Chi-Hao Wu, Qin Xu, Chuan Wang, Shaofan Cai, Yifan Ding, Haoqiang Fan, Jue Wang, Kai Zhang, Wangmeng Zuo, Magauiya Zhussip, Dongwon Park, Shakarim Soltanayev, Se Young Chun, Zhiwei Xiong, Chang Chen, Muhammad Haris, Kazutoshi Akita, Tomoki Yoshida, Greg Shakhnarovich, Norimichi Ukita, Syed Waqas Zamir, Aditya Arora, Salman H. Khan, Fahad Shahbaz Khan, Ling Shao, Sung-Jea Ko, Dong-Pan Lim, Seung-Wook Kim, Seo-Won Ji, Sang-Won Lee, Wenyi Tang, Yuchen Fan, Yuqian Zhou, Ding Liu, Thomas S. Huang, Deyu Meng, Lei Zhang, Hongwei Yong, Yiyun Zhao, Pengliang Tang, Yue Lu, Raimondo Schettini, Simone Bianco, Simone Zini, Chi Li, Yang Wang, Zhiguo Cao
CVPRW 2019 pp. 2197-2210
doi:10.1109/CVPRW.2019.00273 /cvprw/2019/abdelhamed2019cvprw-ntire/

Abstract

This paper reviews the NTIRE 2019 challenge on real image denoising with focus on the proposed methods and their results. The challenge has two tracks for quantitatively evaluating image denoising performance in (1) the Bayer-pattern raw-RGB and (2) the standard RGB (sRGB) color spaces. The tracks had 216 and 220 registered participants, respectively. A total of 15 teams, proposing 17 methods, competed in the final phase of the challenge. The proposed methods by the 15 teams represent the current state-of-the-art performance in image denoising targeting real noisy images.

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Cite

Text

Abdelhamed et al. "NTIRE 2019 Challenge on Real Image Denoising: Methods and Results." IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2019. doi:10.1109/CVPRW.2019.00273

Markdown

[Abdelhamed et al. "NTIRE 2019 Challenge on Real Image Denoising: Methods and Results." IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2019.](https://mlanthology.org/cvprw/2019/abdelhamed2019cvprw-ntire/) doi:10.1109/CVPRW.2019.00273

BibTeX

@inproceedings{abdelhamed2019cvprw-ntire,
  title     = {{NTIRE 2019 Challenge on Real Image Denoising: Methods and Results}},
  author    = {Abdelhamed, Abdelrahman and Timofte, Radu and Brown, Michael S. and Yu, Songhyun and Park, Bumjun and Jeong, Jechang and Jung, Seung-Won and Kim, Dong-Wook and Chung, Jae Ryun and Liu, Jiaming and Wang, Yuzhi and Wu, Chi-Hao and Xu, Qin and Wang, Chuan and Cai, Shaofan and Ding, Yifan and Fan, Haoqiang and Wang, Jue and Zhang, Kai and Zuo, Wangmeng and Zhussip, Magauiya and Park, Dongwon and Soltanayev, Shakarim and Chun, Se Young and Xiong, Zhiwei and Chen, Chang and Haris, Muhammad and Akita, Kazutoshi and Yoshida, Tomoki and Shakhnarovich, Greg and Ukita, Norimichi and Zamir, Syed Waqas and Arora, Aditya and Khan, Salman H. and Khan, Fahad Shahbaz and Shao, Ling and Ko, Sung-Jea and Lim, Dong-Pan and Kim, Seung-Wook and Ji, Seo-Won and Lee, Sang-Won and Tang, Wenyi and Fan, Yuchen and Zhou, Yuqian and Liu, Ding and Huang, Thomas S. and Meng, Deyu and Zhang, Lei and Yong, Hongwei and Zhao, Yiyun and Tang, Pengliang and Lu, Yue and Schettini, Raimondo and Bianco, Simone and Zini, Simone and Li, Chi and Wang, Yang and Cao, Zhiguo},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops},
  year      = {2019},
  pages     = {2197-2210},
  doi       = {10.1109/CVPRW.2019.00273},
  url       = {https://mlanthology.org/cvprw/2019/abdelhamed2019cvprw-ntire/}
}