Thermal Image Super-Resolution Challenge Results - PBVS 2022

Rafael E. Rivadeneira; Angel D. Sappa; Boris X. Vintimilla; Jin Kim; Dogun Kim; Bo Yan; Leilei Cao; Fengliang Qi; Hongbin Wang; Zhihao Li; Yingchun Jian; Yongqiang Zhao; Yicheng Wang; Xuanming Zhang; Rongyuan Wu; Lin Li; Lingchen Sun; Kai Wang; Huiyuan Wei; Chonghua Lv; Qigong Sun; Xiaolin Tian; Zhuang Jia; Chenyang Wang; Zhiwei Zhong; Xianming Liu; Junjun Jiang; Jiakui Hu

doi:10.1109/CVPRW56347.2022.00057

Thermal Image Super-Resolution Challenge Results - PBVS 2022

Rafael E. Rivadeneira
, Angel D. Sappa
, Boris X. Vintimilla
, Jin Kim
, Dogun Kim
, Bo Yan
, Leilei Cao
, Fengliang Qi
, Hongbin Wang
, Zhihao Li
, Yingchun Jian
, Yongqiang Zhao
, Yicheng Wang
, Xuanming Zhang
, Rongyuan Wu
, Lin Li
, Lingchen Sun
, Kai Wang
, Huiyuan Wei
, Chonghua Lv

Qigong Sun, Xiaolin Tian, Zhuang Jia, Chenyang Wang, Zhiwei Zhong, Xianming Liu, Junjun Jiang, Jiakui Hu

自动化学院

Escuela Superior Politécnica del Litoral
Computer Vision Centre
Konkuk University
Hanwha
Sungkyunkwan University
Ant Group
Nanjing University
Northwestern Polytechnical University Xian
SenseTime Group Limited
Xidian University
Xiaomi
School of Computer Science and Technology, Harbin Institute of Technology
School of Optoelectronic Engineering, Xidian University

科研成果: 书/报告/会议事项章节 › 会议稿件 › 同行评审

16 引用（Scopus）

摘要

This paper presents results from the third Thermal Image Super-Resolution (TISR) challenge organized in the Perception Beyond the Visible Spectrum (PBVS) 2022 workshop. The challenge uses the same thermal image dataset as the first two challenges, with 951 training images and 50 validation images at each resolution. A set of 20 images was kept aside for testing. The evaluation tasks were to measure the PSNR and SSIM between the SR image and the ground truth (HR thermal noisy image downsampled by four), and also to measure the PSNR and SSIM between the SR image and the semi-registered HR image (acquired with another camera). The results outperformed those from last year's challenge, improving both evaluation metrics. This year, almost 100 teams participants registered for the challenge, showing the community's interest in this hot topic.

源语言	英语
主期刊名	Proceedings - 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2022
出版商	IEEE Computer Society
页	417-425
页数	9
ISBN（电子版）	9781665487399
DOI	https://doi.org/10.1109/CVPRW56347.2022.00057
出版状态	已出版 - 2022
活动	2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2022 - New Orleans, 美国期限: 19 6月 2022 → 24 6月 2022

丛书

姓名	IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops
卷	2022-June
ISSN（印刷版）	2160-7508
ISSN（电子版）	2160-7516

会议

会议	2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2022
国家/地区	美国
市	New Orleans
时期	19/06/22 → 24/06/22

访问文件

10.1109/CVPRW56347.2022.00057

其它文件与链接

链接到 Scopus 的出版物

引用此

Rivadeneira, R. E., Sappa, A. D., Vintimilla, B. X., Kim, J., Kim, D., Yan, B., Cao, L., Qi, F., Wang, H., Li, Z., Jian, Y., Zhao, Y., Wang, Y., Zhang, X., Wu, R., Li, L., Sun, L., Wang, K., Wei, H., ... Hu, J. (2022). Thermal Image Super-Resolution Challenge Results - PBVS 2022. 在 Proceedings - 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2022 (页码 417-425). (IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops; 卷 2022-June). IEEE Computer Society. https://doi.org/10.1109/CVPRW56347.2022.00057

Rivadeneira, Rafael E. ; Sappa, Angel D. ; Vintimilla, Boris X. 等. / Thermal Image Super-Resolution Challenge Results - PBVS 2022. Proceedings - 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2022. IEEE Computer Society, 2022. 页码 417-425 (IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops).

@inproceedings{33a07bd6ada74f68a95897375a67daae,

title = "Thermal Image Super-Resolution Challenge Results - PBVS 2022",

abstract = "This paper presents results from the third Thermal Image Super-Resolution (TISR) challenge organized in the Perception Beyond the Visible Spectrum (PBVS) 2022 workshop. The challenge uses the same thermal image dataset as the first two challenges, with 951 training images and 50 validation images at each resolution. A set of 20 images was kept aside for testing. The evaluation tasks were to measure the PSNR and SSIM between the SR image and the ground truth (HR thermal noisy image downsampled by four), and also to measure the PSNR and SSIM between the SR image and the semi-registered HR image (acquired with another camera). The results outperformed those from last year's challenge, improving both evaluation metrics. This year, almost 100 teams participants registered for the challenge, showing the community's interest in this hot topic.",

author = "Rivadeneira, \{Rafael E.\} and Sappa, \{Angel D.\} and Vintimilla, \{Boris X.\} and Jin Kim and Dogun Kim and Bo Yan and Leilei Cao and Fengliang Qi and Hongbin Wang and Zhihao Li and Yingchun Jian and Yongqiang Zhao and Yicheng Wang and Xuanming Zhang and Rongyuan Wu and Lin Li and Lingchen Sun and Kai Wang and Huiyuan Wei and Chonghua Lv and Qigong Sun and Xiaolin Tian and Zhuang Jia and Chenyang Wang and Zhiwei Zhong and Xianming Liu and Junjun Jiang and Jiakui Hu",

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 24-06-2022",

year = "2022",

doi = "10.1109/CVPRW56347.2022.00057",

language = "英语",

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

publisher = "IEEE Computer Society",

pages = "417--425",

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

}

Rivadeneira, RE, Sappa, AD, Vintimilla, BX, Kim, J, Kim, D, Yan, B, Cao, L, Qi, F, Wang, H, Li, Z, Jian, Y, Zhao, Y, Wang, Y, Zhang, X, Wu, R, Li, L, Sun, L, Wang, K, Wei, H, Lv, C, Sun, Q, Tian, X, Jia, Z, Wang, C, Zhong, Z, Liu, X, Jiang, J & Hu, J 2022, Thermal Image Super-Resolution Challenge Results - PBVS 2022. 在 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, 卷 2022-June, IEEE Computer Society, 页码 417-425, 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2022, New Orleans, 美国, 19/06/22. https://doi.org/10.1109/CVPRW56347.2022.00057

Thermal Image Super-Resolution Challenge Results - PBVS 2022. / Rivadeneira, Rafael E.; Sappa, Angel D.; Vintimilla, Boris X. 等.
Proceedings - 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2022. IEEE Computer Society, 2022. 页码 417-425 (IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops; 卷 2022-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 - Thermal Image Super-Resolution Challenge Results - PBVS 2022

AU - Rivadeneira, Rafael E.

AU - Sappa, Angel D.

AU - Vintimilla, Boris X.

AU - Kim, Jin

AU - Kim, Dogun

AU - Yan, Bo

AU - Cao, Leilei

AU - Qi, Fengliang

AU - Wang, Hongbin

AU - Li, Zhihao

AU - Jian, Yingchun

AU - Zhao, Yongqiang

AU - Wang, Yicheng

AU - Zhang, Xuanming

AU - Wu, Rongyuan

AU - Li, Lin

AU - Sun, Lingchen

AU - Wang, Kai

AU - Wei, Huiyuan

AU - Lv, Chonghua

AU - Sun, Qigong

AU - Tian, Xiaolin

AU - Jia, Zhuang

AU - Wang, Chenyang

AU - Zhong, Zhiwei

AU - Liu, Xianming

AU - Jiang, Junjun

AU - Hu, Jiakui

PY - 2022

Y1 - 2022

N2 - This paper presents results from the third Thermal Image Super-Resolution (TISR) challenge organized in the Perception Beyond the Visible Spectrum (PBVS) 2022 workshop. The challenge uses the same thermal image dataset as the first two challenges, with 951 training images and 50 validation images at each resolution. A set of 20 images was kept aside for testing. The evaluation tasks were to measure the PSNR and SSIM between the SR image and the ground truth (HR thermal noisy image downsampled by four), and also to measure the PSNR and SSIM between the SR image and the semi-registered HR image (acquired with another camera). The results outperformed those from last year's challenge, improving both evaluation metrics. This year, almost 100 teams participants registered for the challenge, showing the community's interest in this hot topic.

AB - This paper presents results from the third Thermal Image Super-Resolution (TISR) challenge organized in the Perception Beyond the Visible Spectrum (PBVS) 2022 workshop. The challenge uses the same thermal image dataset as the first two challenges, with 951 training images and 50 validation images at each resolution. A set of 20 images was kept aside for testing. The evaluation tasks were to measure the PSNR and SSIM between the SR image and the ground truth (HR thermal noisy image downsampled by four), and also to measure the PSNR and SSIM between the SR image and the semi-registered HR image (acquired with another camera). The results outperformed those from last year's challenge, improving both evaluation metrics. This year, almost 100 teams participants registered for the challenge, showing the community's interest in this hot topic.

UR - https://www.scopus.com/pages/publications/85137821306

U2 - 10.1109/CVPRW56347.2022.00057

DO - 10.1109/CVPRW56347.2022.00057

M3 - 会议稿件

AN - SCOPUS:85137821306

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

SP - 417

EP - 425

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 24 June 2022

ER -

Rivadeneira RE, Sappa AD, Vintimilla BX, Kim J, Kim D, Yan B 等. Thermal Image Super-Resolution Challenge Results - PBVS 2022. 在 Proceedings - 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2022. IEEE Computer Society. 2022. 页码 417-425. (IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops). doi: 10.1109/CVPRW56347.2022.00057

Thermal Image Super-Resolution Challenge Results - PBVS 2022

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