NTIRE 2022 Challenge on Stereo Image Super-Resolution: Methods and Results

Yulan Guo; Longguang Wang; Yingqian Wang; Juncheng Li; Shuhang Gu; Radu Timofte; Liangyu Chen; Xiaojie Chu; Wenqing Yu; Kai Jin; Zeqiang Wei; Sha Guo; Angulia Yang; Xiuzhuang Zhou; Guodong Guo; Bin Dai; Feiyue Peng; Huaxin Xiao; Shen Yan; Yuxiang Liu; Hanxiao Cai; Pu Cao; Yang Nie; Lu Yang; Qing Song; Xiaotao Hu; Jun Xu; Mai Xu; Junpeng Jing; Xin Deng; Qunliang Xing; Minglang Qiao; Zhenyu Guan; Wenlong Guo; Chenxu Peng; Zan Chen; Junyang Che; Hao Li; Junbin Chen; Weijie Li; Zhijing Yang; Gen Li; Aijin Li; Lei Sun; Dafeng Zhang; Shizhuo Liu; Jiangtao Zhang; Yanyun Qu; Hao Hsiang Yang; Zhi Kai Huang; Wei Ting Chen; Hua En Chang; Sy Yen Kuo; Qiaohui Liang; Jianxin Lin; Yijun Wang; Lianying Yin; Rongju Zhang; Wei Zhao; Peng Xiao; Rongjian Xu; Zhilu Zhang; Wangmeng Zuo; Hansheng Guo; Guangwei Gao; Tieyong Zeng; Joohyeok Kim; Hyeon A. Kim; Eunpil Park; Jae Young Sim; Huicheng Pi; Shunli Zhang; Jucai Zhai; Pengcheng Zeng; Yang Liu; Chihao Ma; Yulin Huang; Junying Chen

doi:10.1109/CVPRW56347.2022.00105

NTIRE 2022 Challenge on Stereo Image Super-Resolution: Methods and Results

Yulan Guo, Longguang Wang, Yingqian Wang, Juncheng Li, Shuhang Gu, Radu Timofte, Liangyu Chen, Xiaojie Chu, Wenqing Yu, Kai Jin, Zeqiang Wei, Sha Guo, Angulia Yang, Xiuzhuang Zhou, Guodong Guo, Bin Dai, Feiyue Peng, Huaxin Xiao, Shen Yan, Yuxiang LiuHanxiao Cai, Pu Cao, Yang Nie, Lu Yang, Qing Song, Xiaotao Hu, Jun Xu, Mai Xu, Junpeng Jing, Xin Deng, Qunliang Xing, Minglang Qiao, Zhenyu Guan, Wenlong Guo, Chenxu Peng, Zan Chen, Junyang Che, Hao Li, Junbin Chen, Weijie Li, Zhijing Yang, Gen Li, Aijin Li, Lei Sun, Dafeng Zhang, Shizhuo Liu, Jiangtao Zhang, Yanyun Qu, Hao Hsiang Yang, Zhi Kai Huang, Wei Ting Chen, Hua En Chang, Sy Yen Kuo, Qiaohui Liang, Jianxin Lin, Yijun Wang, Lianying Yin, Rongju Zhang, Wei Zhao, Peng Xiao, Rongjian Xu, Zhilu Zhang, Wangmeng Zuo, Hansheng Guo, Guangwei Gao, Tieyong Zeng, Joohyeok Kim, Hyeon A. Kim, Eunpil Park, Jae Young Sim, Huicheng Pi, Shunli Zhang, Jucai Zhai, Pengcheng Zeng, Yang Liu, Chihao Ma, Yulin Huang, Junying Chen

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

32 Scopus citations

Abstract

In this paper, we summarize the 1st NTIRE challenge on stereo image super-resolution (restoration of rich details in a pair of low-resolution stereo images) with a focus on new solutions and results. This challenge has 1 track aiming at the stereo image super-resolution problem under a standard bicubic degradation. In total, 238 participants were successfully registered, and 21 teams competed in the final testing phase. Among those participants, 20 teams successfully submitted results with PSNR (RGB) scores better than the baseline. This challenge establishes a new benchmark for stereo image SR.

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	905-918
Number of pages	14
ISBN (Electronic)	9781665487399
DOIs	https://doi.org/10.1109/CVPRW56347.2022.00105
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/CVPRW56347.2022.00105

Cite this

Guo, Y., Wang, L., Wang, Y., Li, J., Gu, S., Timofte, R., Chen, L., Chu, X., Yu, W., Jin, K., Wei, Z., Guo, S., Yang, A., Zhou, X., Guo, G., Dai, B., Peng, F., Xiao, H., Yan, S., ... Chen, J. (2022). NTIRE 2022 Challenge on Stereo Image Super-Resolution: Methods and Results. In Proceedings - 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2022 (pp. 905-918). (IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops; Vol. 2022-June). IEEE Computer Society. https://doi.org/10.1109/CVPRW56347.2022.00105

@inproceedings{c96b1fa7834e46e88b1b7427c92ffff0,

title = "NTIRE 2022 Challenge on Stereo Image Super-Resolution: Methods and Results",

abstract = "In this paper, we summarize the 1st NTIRE challenge on stereo image super-resolution (restoration of rich details in a pair of low-resolution stereo images) with a focus on new solutions and results. This challenge has 1 track aiming at the stereo image super-resolution problem under a standard bicubic degradation. In total, 238 participants were successfully registered, and 21 teams competed in the final testing phase. Among those participants, 20 teams successfully submitted results with PSNR (RGB) scores better than the baseline. This challenge establishes a new benchmark for stereo image SR.",

author = "Yulan Guo and Longguang Wang and Yingqian Wang and Juncheng Li and Shuhang Gu and Radu Timofte and Liangyu Chen and Xiaojie Chu and Wenqing Yu and Kai Jin and Zeqiang Wei and Sha Guo and Angulia Yang and Xiuzhuang Zhou and Guodong Guo and Bin Dai and Feiyue Peng and Huaxin Xiao and Shen Yan and Yuxiang Liu and Hanxiao Cai and Pu Cao and Yang Nie and Lu Yang and Qing Song and Xiaotao Hu and Jun Xu and Mai Xu and Junpeng Jing and Xin Deng and Qunliang Xing and Minglang Qiao and Zhenyu Guan and Wenlong Guo and Chenxu Peng and Zan Chen and Junyang Che and Hao Li and Junbin Chen and Weijie Li and Zhijing Yang and Gen Li and Aijin Li and Lei Sun and Dafeng Zhang and Shizhuo Liu and Jiangtao Zhang and Yanyun Qu and Yang, {Hao Hsiang} and Huang, {Zhi Kai} and Chen, {Wei Ting} and Chang, {Hua En} and Kuo, {Sy Yen} and Qiaohui Liang and Jianxin Lin and Yijun Wang and Lianying Yin and Rongju Zhang and Wei Zhao and Peng Xiao and Rongjian Xu and Zhilu Zhang and Wangmeng Zuo and Hansheng Guo and Guangwei Gao and Tieyong Zeng and Joohyeok Kim and Kim, {Hyeon A.} and Eunpil Park and Sim, {Jae Young} and Huicheng Pi and Shunli Zhang and Jucai Zhai and Pengcheng Zeng and Yang Liu and Chihao Ma and Yulin Huang and Junying Chen",

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/CVPRW56347.2022.00105",

language = "英语",

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

publisher = "IEEE Computer Society",

pages = "905--918",

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

address = "美国",

}

Guo, Y, Wang, L, Wang, Y, Li, J, Gu, S, Timofte, R, Chen, L, Chu, X, Yu, W, Jin, K, Wei, Z, Guo, S, Yang, A, Zhou, X, Guo, G, Dai, B, Peng, F, Xiao, H, Yan, S, Liu, Y, Cai, H, Cao, P, Nie, Y, Yang, L, Song, Q, Hu, X, Xu, J, Xu, M, Jing, J, Deng, X, Xing, Q, Qiao, M, Guan, Z, Guo, W, Peng, C, Chen, Z, Che, J, Li, H, Chen, J, Li, W, Yang, Z, Li, G, Li, A, Sun, L, Zhang, D, Liu, S, Zhang, J, Qu, Y, Yang, HH, Huang, ZK, Chen, WT, Chang, HE, Kuo, SY, Liang, Q, Lin, J, Wang, Y, Yin, L, Zhang, R, Zhao, W, Xiao, P, Xu, R, Zhang, Z, Zuo, W, Guo, H, Gao, G, Zeng, T, Kim, J, Kim, HA, Park, E, Sim, JY, Pi, H, Zhang, S, Zhai, J, Zeng, P, Liu, Y, Ma, C, Huang, Y & Chen, J 2022, NTIRE 2022 Challenge on Stereo Image Super-Resolution: Methods and Results. 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. 905-918, 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/CVPRW56347.2022.00105

NTIRE 2022 Challenge on Stereo Image Super-Resolution: Methods and Results. / Guo, Yulan; Wang, Longguang; Wang, Yingqian et al.
Proceedings - 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2022. IEEE Computer Society, 2022. p. 905-918 (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 Stereo Image Super-Resolution

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

AU - Guo, Yulan

AU - Wang, Longguang

AU - Wang, Yingqian

AU - Li, Juncheng

AU - Gu, Shuhang

AU - Timofte, Radu

AU - Chen, Liangyu

AU - Chu, Xiaojie

AU - Yu, Wenqing

AU - Jin, Kai

AU - Wei, Zeqiang

AU - Guo, Sha

AU - Yang, Angulia

AU - Zhou, Xiuzhuang

AU - Guo, Guodong

AU - Dai, Bin

AU - Peng, Feiyue

AU - Xiao, Huaxin

AU - Yan, Shen

AU - Liu, Yuxiang

AU - Cai, Hanxiao

AU - Cao, Pu

AU - Nie, Yang

AU - Yang, Lu

AU - Song, Qing

AU - Hu, Xiaotao

AU - Xu, Jun

AU - Xu, Mai

AU - Jing, Junpeng

AU - Deng, Xin

AU - Xing, Qunliang

AU - Qiao, Minglang

AU - Guan, Zhenyu

AU - Guo, Wenlong

AU - Peng, Chenxu

AU - Chen, Zan

AU - Che, Junyang

AU - Li, Hao

AU - Chen, Junbin

AU - Li, Weijie

AU - Yang, Zhijing

AU - Li, Gen

AU - Li, Aijin

AU - Sun, Lei

AU - Zhang, Dafeng

AU - Liu, Shizhuo

AU - Zhang, Jiangtao

AU - Qu, Yanyun

AU - Yang, Hao Hsiang

AU - Huang, Zhi Kai

AU - Chen, Wei Ting

AU - Chang, Hua En

AU - Kuo, Sy Yen

AU - Liang, Qiaohui

AU - Lin, Jianxin

AU - Wang, Yijun

AU - Yin, Lianying

AU - Zhang, Rongju

AU - Zhao, Wei

AU - Xiao, Peng

AU - Xu, Rongjian

AU - Zhang, Zhilu

AU - Zuo, Wangmeng

AU - Guo, Hansheng

AU - Gao, Guangwei

AU - Zeng, Tieyong

AU - Kim, Joohyeok

AU - Kim, Hyeon A.

AU - Park, Eunpil

AU - Sim, Jae Young

AU - Pi, Huicheng

AU - Zhang, Shunli

AU - Zhai, Jucai

AU - Zeng, Pengcheng

AU - Liu, Yang

AU - Ma, Chihao

AU - Huang, Yulin

AU - Chen, Junying

PY - 2022

Y1 - 2022

N2 - In this paper, we summarize the 1st NTIRE challenge on stereo image super-resolution (restoration of rich details in a pair of low-resolution stereo images) with a focus on new solutions and results. This challenge has 1 track aiming at the stereo image super-resolution problem under a standard bicubic degradation. In total, 238 participants were successfully registered, and 21 teams competed in the final testing phase. Among those participants, 20 teams successfully submitted results with PSNR (RGB) scores better than the baseline. This challenge establishes a new benchmark for stereo image SR.

AB - In this paper, we summarize the 1st NTIRE challenge on stereo image super-resolution (restoration of rich details in a pair of low-resolution stereo images) with a focus on new solutions and results. This challenge has 1 track aiming at the stereo image super-resolution problem under a standard bicubic degradation. In total, 238 participants were successfully registered, and 21 teams competed in the final testing phase. Among those participants, 20 teams successfully submitted results with PSNR (RGB) scores better than the baseline. This challenge establishes a new benchmark for stereo image SR.

UR - http://www.scopus.com/inward/record.url?scp=85131599508&partnerID=8YFLogxK

U2 - 10.1109/CVPRW56347.2022.00105

DO - 10.1109/CVPRW56347.2022.00105

M3 - 会议稿件

AN - SCOPUS:85131599508

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

SP - 905

EP - 918

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

PB - IEEE Computer Society

Y2 - 19 June 2022 through 20 June 2022

ER -

Guo Y, Wang L, Wang Y, Li J, Gu S, Timofte R et al. NTIRE 2022 Challenge on Stereo Image Super-Resolution: Methods and Results. In Proceedings - 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2022. IEEE Computer Society. 2022. p. 905-918. (IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops). doi: 10.1109/CVPRW56347.2022.00105

NTIRE 2022 Challenge on Stereo Image Super-Resolution: Methods and Results

Abstract

Publication series

Conference

Bibliographical note

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