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; Dong Won 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 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

doi:10.1109/CVPRW.2019.00273

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, Dong Won 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 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

York University Toronto
Swiss Federal Institute of Technology Zurich
Hanyang University
Dongguk University
Megvii
Harbin Institute of Technology
Ulsan National Institute of Science and Technology
University of Science and Technology of China
Toyota Technological Institute at Chicago
Inception Institute of Artificial Intelligence
Korea University
University of Illinois at Urbana-Champaign
Alibaba Group Holding Ltd.
Beijing University of Posts and Telecommunications
University of Milan - Bicocca
Huazhong University of Science and Technology

科研成果: 书/报告/会议事项章节 › 会议稿件 › 同行评审

97 引用（Scopus）

摘要

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.

源语言	英语
主期刊名	Proceedings - 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2019
出版商	IEEE Computer Society
页	2197-2210
页数	14
ISBN（电子版）	9781728125060
DOI	https://doi.org/10.1109/CVPRW.2019.00273
出版状态	已出版 - 6月 2019
已对外发布	是
活动	32nd IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2019 - Long Beach, 美国期限: 16 6月 2019 → 20 6月 2019

出版系列

姓名	IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops
卷	2019-June
ISSN（印刷版）	2160-7508
ISSN（电子版）	2160-7516

会议

会议	32nd IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2019
国家/地区	美国
市	Long Beach
时期	16/06/19 → 20/06/19

访问文件

10.1109/CVPRW.2019.00273

其它文件与链接

链接到 Scopus 的出版物

引用此

Abdelhamed, A., Timofte, R., Brown, M. S., Yu, S., Park, B., Jeong, J., Jung, S. W., Kim, D. W., Chung, J. R., Liu, J., Wang, Y., Wu, C. H., Xu, Q., Wang, C., Cai, S., DIng, Y., Fan, H., Wang, J., Zhang, K., ... Cao, Z. (2019). NTIRE 2019 challenge on real image denoising: Methods and results. 在 Proceedings - 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2019 (页码 2197-2210). 文章 9025399 (IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops; 卷 2019-June). IEEE Computer Society. https://doi.org/10.1109/CVPRW.2019.00273

Abdelhamed, Abdelrahman ; Timofte, Radu ; Brown, Michael S. 等. / NTIRE 2019 challenge on real image denoising : Methods and results. Proceedings - 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2019. IEEE Computer Society, 2019. 页码 2197-2210 (IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops).

@inproceedings{6502174c3a6b456cb3e39cc3a9e17762,

title = "NTIRE 2019 challenge on real image denoising: Methods and results",

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.",

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

note = "Publisher Copyright: {\textcopyright} 2019 IEEE.; 32nd IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2019 ; Conference date: 16-06-2019 Through 20-06-2019",

year = "2019",

month = jun,

doi = "10.1109/CVPRW.2019.00273",

language = "英语",

series = "IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops",

publisher = "IEEE Computer Society",

pages = "2197--2210",

booktitle = "Proceedings - 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2019",

}

Abdelhamed, A, Timofte, R, Brown, MS, Yu, S, Park, B, Jeong, J, Jung, SW, Kim, DW, Chung, JR, Liu, J, Wang, Y, Wu, CH, Xu, Q, Wang, C, Cai, S, DIng, Y, Fan, H, Wang, J, Zhang, K, Zuo, W, Zhussip, M, Park, DW, Soltanayev, S, Chun, SY, Xiong, Z, Chen, C, Haris, M, Akita, K, Yoshida, T, Shakhnarovich, G, Ukita, N, Zamir, SW, Arora, A, Khan, S, Khan, FS, Shao, L, Ko, SJ, Lim, DP, Kim, SW, Ji, SW, Lee, SW, Tang, W, Fan, Y, Zhou, Y, Liu, DI, Huang, TS, Meng, D, Zhang, L, Yong, H, Zhao, Y, Tang, P, Lu, Y, Schettini, R, Bianco, S, Zini, S, Li, C, Wang, Y & Cao, Z 2019, NTIRE 2019 challenge on real image denoising: Methods and results. 在 Proceedings - 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2019., 9025399, IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, 卷 2019-June, IEEE Computer Society, 页码 2197-2210, 32nd IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2019, Long Beach, 美国, 16/06/19. https://doi.org/10.1109/CVPRW.2019.00273

NTIRE 2019 challenge on real image denoising: Methods and results. / Abdelhamed, Abdelrahman; Timofte, Radu; Brown, Michael S. 等.
Proceedings - 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2019. IEEE Computer Society, 2019. 页码 2197-2210 9025399 (IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops; 卷 2019-June).

科研成果: 书/报告/会议事项章节 › 会议稿件 › 同行评审

TY - GEN

T1 - NTIRE 2019 challenge on real image denoising

T2 - 32nd IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2019

AU - Abdelhamed, Abdelrahman

AU - Timofte, Radu

AU - Brown, Michael S.

AU - Yu, Songhyun

AU - Park, Bumjun

AU - Jeong, Jechang

AU - Jung, Seung Won

AU - Kim, Dong Wook

AU - Chung, Jae Ryun

AU - Liu, Jiaming

AU - Wang, Yuzhi

AU - Wu, Chi Hao

AU - Xu, Qin

AU - Wang, Chuan

AU - Cai, Shaofan

AU - DIng, Yifan

AU - Fan, Haoqiang

AU - Wang, Jue

AU - Zhang, Kai

AU - Zuo, Wangmeng

AU - Zhussip, Magauiya

AU - Park, Dong Won

AU - Soltanayev, Shakarim

AU - Chun, Se Young

AU - Xiong, Zhiwei

AU - Chen, Chang

AU - Haris, Muhammad

AU - Akita, Kazutoshi

AU - Yoshida, Tomoki

AU - Shakhnarovich, Greg

AU - Ukita, Norimichi

AU - Zamir, Syed Waqas

AU - Arora, Aditya

AU - Khan, Salman

AU - Khan, Fahad Shahbaz

AU - Shao, Ling

AU - Ko, Sung Jea

AU - Lim, Dong Pan

AU - Kim, Seung Wook

AU - Ji, Seo Won

AU - Lee, Sang Won

AU - Tang, Wenyi

AU - Fan, Yuchen

AU - Zhou, Yuqian

AU - Liu, DIng

AU - Huang, Thomas S.

AU - Meng, Deyu

AU - Zhang, Lei

AU - Yong, Hongwei

AU - Zhao, Yiyun

AU - Tang, Pengliang

AU - Lu, Yue

AU - Schettini, Raimondo

AU - Bianco, Simone

AU - Zini, Simone

AU - Li, Chi

AU - Wang, Yang

AU - Cao, Zhiguo

PY - 2019/6

Y1 - 2019/6

N2 - 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.

AB - 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.

UR - https://www.scopus.com/pages/publications/85081934997

U2 - 10.1109/CVPRW.2019.00273

DO - 10.1109/CVPRW.2019.00273

M3 - 会议稿件

AN - SCOPUS:85081934997

T3 - IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops

SP - 2197

EP - 2210

BT - Proceedings - 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2019

PB - IEEE Computer Society

Y2 - 16 June 2019 through 20 June 2019

ER -

Abdelhamed A, Timofte R, Brown MS, Yu S, Park B, Jeong J 等. NTIRE 2019 challenge on real image denoising: Methods and results. 在 Proceedings - 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2019. IEEE Computer Society. 2019. 页码 2197-2210. 9025399. (IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops). doi: 10.1109/CVPRW.2019.00273

NTIRE 2019 challenge on real image denoising: Methods and results

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出版系列

会议

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