NTIRE 2022 Challenge on Night Photography Rendering

Egor Ershov; Alex Savchik; Denis Shepelev; Nikola Banić; Michael S. Brown; Radu Timofte; Karlo Koščević; Michael Freeman; Vasily Tesalin; Dmitry Bocharov; Illya Semenkov; Marko Subašić; Sven Lončarić; Arseniy Terekhin; Shuai Liu; Chaoyu Feng; Hao Wang; Ran Zhu; Yongqiang Li; Lei Lei; Zhihao Li; Si Yi; Ling Hao Han; Ruiqi Wu; Xin Jin; Chunle Guo; Furkan Kınlı; Sami Menteş; Barış Özcan; Furkan Kıraç; Simone Zini; Claudio Rota; Marco Buzzelli; Simone Bianco; Raimondo Schettini; Wei Li; Yipeng Ma; Tao Wang; Ruikang Xu; Fenglong Song; Wei Ting Chen; Hao Hsiang Yang; Zhi Kai Huang; Hua En Chang; Sy Yen Kuo; Zhexin Liang; Shangchen Zhou; Ruicheng Feng; Chongyi Li; Xiangyu Chen; Binbin Song; Shile Zhang; Lin Liu; Zhendong Wang; Dohoon Ryu; Hyokyoung Bae; Taesung Kwon; Chaitra Desai; Nikhil Akalwadi; Amogh Joshi; Chinmayee Mandi; Sampada Malagi; Akash Uppin; Sai Sudheer Reddy; Ramesh Ashok Tabib; Ujwala Patil; Uma Mudenagudi

doi:10.1109/CVPRW56347.2022.00135

NTIRE 2022 Challenge on Night Photography Rendering

Egor Ershov, Alex Savchik, Denis Shepelev, Nikola Banić, Michael S. Brown, Radu Timofte, Karlo Koščević, Michael Freeman, Vasily Tesalin, Dmitry Bocharov, Illya Semenkov, Marko Subašić, Sven Lončarić, Arseniy Terekhin, Shuai Liu, Chaoyu Feng, Hao Wang, Ran Zhu, Yongqiang Li, Lei LeiZhihao Li, Si Yi, Ling Hao Han, Ruiqi Wu, Xin Jin, Chunle Guo, Furkan Kınlı, Sami Menteş, Barış Özcan, Furkan Kıraç, Simone Zini, Claudio Rota, Marco Buzzelli, Simone Bianco, Raimondo Schettini, Wei Li, Yipeng Ma, Tao Wang, Ruikang Xu, Fenglong Song, Wei Ting Chen, Hao Hsiang Yang, Zhi Kai Huang, Hua En Chang, Sy Yen Kuo, Zhexin Liang, Shangchen Zhou, Ruicheng Feng, Chongyi Li, Xiangyu Chen, Binbin Song, Shile Zhang, Lin Liu, Zhendong Wang, Dohoon Ryu, Hyokyoung Bae, Taesung Kwon, Chaitra Desai, Nikhil Akalwadi, Amogh Joshi, Chinmayee Mandi, Sampada Malagi, Akash Uppin, Sai Sudheer Reddy, Ramesh Ashok Tabib, Ujwala Patil, Uma Mudenagudi

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

29 Scopus citations

Abstract

This paper reviews the NTIRE 2022 challenge on night photography rendering. The challenge solicited solutions that processed RAW camera images captured in night scenes to produce a photo-finished output image encoded in the standard RGB (sRGB) space. Given the subjective nature of this task, the proposed solutions were evaluated based on the mean opinions of viewers asked to judge the visual appearance of the results. Michael Freeman, a world-renowned photographer, further ranked the solutions with the highest mean opinion scores. A total of 13 teams competed in the final phase of the challenge. The proposed methods provided by the participating teams represent state-of-the-art performance in nighttime photography. Results from the various teams can be found here: https://nightimaging.org/

Original language	English
Title of host publication	Proceedings - 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2022
Publisher	IEEE Computer Society
Pages	1286-1299
Number of pages	14
ISBN (Electronic)	9781665487399
DOIs	https://doi.org/10.1109/CVPRW56347.2022.00135
State	Published - 2022
Externally published	Yes
Event	2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2022 - New Orleans, United States Duration: 19 06 2022 → 20 06 2022

Publication series

Name	IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops
Volume	2022-June
ISSN (Print)	2160-7508
ISSN (Electronic)	2160-7516

Conference

Conference	2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2022
Country/Territory	United States
City	New Orleans
Period	19/06/22 → 20/06/22

Bibliographical note

Publisher Copyright:
© 2022 IEEE.

Access to Document

10.1109/CVPRW56347.2022.00135

Cite this

Ershov, E., Savchik, A., Shepelev, D., Banić, N., Brown, M. S., Timofte, R., Koščević, K., Freeman, M., Tesalin, V., Bocharov, D., Semenkov, I., Subašić, M., Lončarić, S., Terekhin, A., Liu, S., Feng, C., Wang, H., Zhu, R., Li, Y., ... Mudenagudi, U. (2022). NTIRE 2022 Challenge on Night Photography Rendering. In Proceedings - 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2022 (pp. 1286-1299). (IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops; Vol. 2022-June). IEEE Computer Society. https://doi.org/10.1109/CVPRW56347.2022.00135

@inproceedings{fc0979bd81cc47699da5f40791368247,

title = "NTIRE 2022 Challenge on Night Photography Rendering",

abstract = "This paper reviews the NTIRE 2022 challenge on night photography rendering. The challenge solicited solutions that processed RAW camera images captured in night scenes to produce a photo-finished output image encoded in the standard RGB (sRGB) space. Given the subjective nature of this task, the proposed solutions were evaluated based on the mean opinions of viewers asked to judge the visual appearance of the results. Michael Freeman, a world-renowned photographer, further ranked the solutions with the highest mean opinion scores. A total of 13 teams competed in the final phase of the challenge. The proposed methods provided by the participating teams represent state-of-the-art performance in nighttime photography. Results from the various teams can be found here: https://nightimaging.org/",

author = "Egor Ershov and Alex Savchik and Denis Shepelev and Nikola Bani{\'c} and Brown, \{Michael S.\} and Radu Timofte and Karlo Ko{\v s}{\v c}evi{\'c} and Michael Freeman and Vasily Tesalin and Dmitry Bocharov and Illya Semenkov and Marko Suba{\v s}i{\'c} and Sven Lon{\v c}ari{\'c} and Arseniy Terekhin and Shuai Liu and Chaoyu Feng and Hao Wang and Ran Zhu and Yongqiang Li and Lei Lei and Zhihao Li and Si Yi and Han, \{Ling Hao\} and Ruiqi Wu and Xin Jin and Chunle Guo and Furkan Kınlı and Sami Mente{\c s} and Barı{\c s} {\"O}zcan and Furkan Kıra{\c c} and Simone Zini and Claudio Rota and Marco Buzzelli and Simone Bianco and Raimondo Schettini and Wei Li and Yipeng Ma and Tao Wang and Ruikang Xu and Fenglong Song and Chen, \{Wei Ting\} and Yang, \{Hao Hsiang\} and Huang, \{Zhi Kai\} and Chang, \{Hua En\} and Kuo, \{Sy Yen\} and Zhexin Liang and Shangchen Zhou and Ruicheng Feng and Chongyi Li and Xiangyu Chen and Binbin Song and Shile Zhang and Lin Liu and Zhendong Wang and Dohoon Ryu and Hyokyoung Bae and Taesung Kwon and Chaitra Desai and Nikhil Akalwadi and Amogh Joshi and Chinmayee Mandi and Sampada Malagi and Akash Uppin and Reddy, \{Sai Sudheer\} and Tabib, \{Ramesh Ashok\} and Ujwala Patil and Uma Mudenagudi",

note = "Publisher Copyright: {\textcopyright} 2022 IEEE.; 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2022 ; Conference date: 19-06-2022 Through 20-06-2022",

year = "2022",

doi = "10.1109/CVPRW56347.2022.00135",

language = "英语",

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

publisher = "IEEE Computer Society",

pages = "1286--1299",

booktitle = "Proceedings - 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2022",

address = "美国",

}

Ershov, E, Savchik, A, Shepelev, D, Banić, N, Brown, MS, Timofte, R, Koščević, K, Freeman, M, Tesalin, V, Bocharov, D, Semenkov, I, Subašić, M, Lončarić, S, Terekhin, A, Liu, S, Feng, C, Wang, H, Zhu, R, Li, Y, Lei, L, Li, Z, Yi, S, Han, LH, Wu, R, Jin, X, Guo, C, Kınlı, F, Menteş, S, Özcan, B, Kıraç, F, Zini, S, Rota, C, Buzzelli, M, Bianco, S, Schettini, R, Li, W, Ma, Y, Wang, T, Xu, R, Song, F, Chen, WT, Yang, HH, Huang, ZK, Chang, HE, Kuo, SY, Liang, Z, Zhou, S, Feng, R, Li, C, Chen, X, Song, B, Zhang, S, Liu, L, Wang, Z, Ryu, D, Bae, H, Kwon, T, Desai, C, Akalwadi, N, Joshi, A, Mandi, C, Malagi, S, Uppin, A, Reddy, SS, Tabib, RA, Patil, U & Mudenagudi, U 2022, NTIRE 2022 Challenge on Night Photography Rendering. in Proceedings - 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2022. IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, vol. 2022-June, IEEE Computer Society, pp. 1286-1299, 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2022, New Orleans, United States, 19/06/22. https://doi.org/10.1109/CVPRW56347.2022.00135

NTIRE 2022 Challenge on Night Photography Rendering. / Ershov, Egor; Savchik, Alex; Shepelev, Denis et al.
Proceedings - 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2022. IEEE Computer Society, 2022. p. 1286-1299 (IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops; Vol. 2022-June).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

T1 - NTIRE 2022 Challenge on Night Photography Rendering

AU - Ershov, Egor

AU - Savchik, Alex

AU - Shepelev, Denis

AU - Banić, Nikola

AU - Brown, Michael S.

AU - Timofte, Radu

AU - Koščević, Karlo

AU - Freeman, Michael

AU - Tesalin, Vasily

AU - Bocharov, Dmitry

AU - Semenkov, Illya

AU - Subašić, Marko

AU - Lončarić, Sven

AU - Terekhin, Arseniy

AU - Liu, Shuai

AU - Feng, Chaoyu

AU - Wang, Hao

AU - Zhu, Ran

AU - Li, Yongqiang

AU - Lei, Lei

AU - Li, Zhihao

AU - Yi, Si

AU - Han, Ling Hao

AU - Wu, Ruiqi

AU - Jin, Xin

AU - Guo, Chunle

AU - Kınlı, Furkan

AU - Menteş, Sami

AU - Özcan, Barış

AU - Kıraç, Furkan

AU - Zini, Simone

AU - Rota, Claudio

AU - Buzzelli, Marco

AU - Bianco, Simone

AU - Schettini, Raimondo

AU - Li, Wei

AU - Ma, Yipeng

AU - Wang, Tao

AU - Xu, Ruikang

AU - Song, Fenglong

AU - Chen, Wei Ting

AU - Yang, Hao Hsiang

AU - Huang, Zhi Kai

AU - Chang, Hua En

AU - Kuo, Sy Yen

AU - Liang, Zhexin

AU - Zhou, Shangchen

AU - Feng, Ruicheng

AU - Li, Chongyi

AU - Chen, Xiangyu

AU - Song, Binbin

AU - Zhang, Shile

AU - Liu, Lin

AU - Wang, Zhendong

AU - Ryu, Dohoon

AU - Bae, Hyokyoung

AU - Kwon, Taesung

AU - Desai, Chaitra

AU - Akalwadi, Nikhil

AU - Joshi, Amogh

AU - Mandi, Chinmayee

AU - Malagi, Sampada

AU - Uppin, Akash

AU - Reddy, Sai Sudheer

AU - Tabib, Ramesh Ashok

AU - Patil, Ujwala

AU - Mudenagudi, Uma

PY - 2022

Y1 - 2022

N2 - This paper reviews the NTIRE 2022 challenge on night photography rendering. The challenge solicited solutions that processed RAW camera images captured in night scenes to produce a photo-finished output image encoded in the standard RGB (sRGB) space. Given the subjective nature of this task, the proposed solutions were evaluated based on the mean opinions of viewers asked to judge the visual appearance of the results. Michael Freeman, a world-renowned photographer, further ranked the solutions with the highest mean opinion scores. A total of 13 teams competed in the final phase of the challenge. The proposed methods provided by the participating teams represent state-of-the-art performance in nighttime photography. Results from the various teams can be found here: https://nightimaging.org/

AB - This paper reviews the NTIRE 2022 challenge on night photography rendering. The challenge solicited solutions that processed RAW camera images captured in night scenes to produce a photo-finished output image encoded in the standard RGB (sRGB) space. Given the subjective nature of this task, the proposed solutions were evaluated based on the mean opinions of viewers asked to judge the visual appearance of the results. Michael Freeman, a world-renowned photographer, further ranked the solutions with the highest mean opinion scores. A total of 13 teams competed in the final phase of the challenge. The proposed methods provided by the participating teams represent state-of-the-art performance in nighttime photography. Results from the various teams can be found here: https://nightimaging.org/

UR - https://www.scopus.com/pages/publications/85129091753

U2 - 10.1109/CVPRW56347.2022.00135

DO - 10.1109/CVPRW56347.2022.00135

M3 - 会议稿件

AN - SCOPUS:85129091753

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

SP - 1286

EP - 1299

BT - Proceedings - 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2022

PB - IEEE Computer Society

T2 - 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2022

Y2 - 19 June 2022 through 20 June 2022

ER -

Ershov E, Savchik A, Shepelev D, Banić N, Brown MS, Timofte R et al. NTIRE 2022 Challenge on Night Photography Rendering. In Proceedings - 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2022. IEEE Computer Society. 2022. p. 1286-1299. (IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops). doi: 10.1109/CVPRW56347.2022.00135

NTIRE 2022 Challenge on Night Photography Rendering

Abstract

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Bibliographical note

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