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

School of Automation

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

12 Scopus citations

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.

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	417-425
Number of pages	9
ISBN (Electronic)	9781665487399
DOIs	https://doi.org/10.1109/CVPRW56347.2022.00057
State	Published - 2022
Event	2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2022 - New Orleans, United States Duration: 19 Jun 2022 → 24 Jun 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 → 24/06/22

Access to Document

10.1109/CVPRW56347.2022.00057

Cite this

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. In Proceedings - 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2022 (pp. 417-425). (IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops; Vol. 2022-June). IEEE Computer Society. https://doi.org/10.1109/CVPRW56347.2022.00057

@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. 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. 417-425, 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/CVPRW56347.2022.00057

Thermal Image Super-Resolution Challenge Results - PBVS 2022. / Rivadeneira, Rafael E.; Sappa, Angel D.; Vintimilla, Boris X. et al.
Proceedings - 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2022. IEEE Computer Society, 2022. p. 417-425 (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 - 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 - http://www.scopus.com/inward/record.url?scp=85137821306&partnerID=8YFLogxK

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 et al. Thermal Image Super-Resolution Challenge Results - PBVS 2022. In Proceedings - 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2022. IEEE Computer Society. 2022. p. 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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