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AIM 2020 Challenge on Real Image Super-Resolution: Methods and Results

by Peng, Yunbo , Zhong, Haoyu , Shen, Yi , Li, Hao , Keon-Hee Ahn , Wan-Chi, Siu , Zhi-Song, Liu , Pan, Zhihong , Cao, Liang , Li, Xin , Gupta, Rajat , Xu, Zhenyu , Xu, Dejia , Lin, Yue , Jun-Hyuk, Kim , Yang, Xiaojun , Yu, Jia , Jong-Seok, Lee , Timofte, Radu , Yang, Zhijing , Liu, Cen , Fahad Shahbaz Khan , Wu, Haoning , Pang, Yingxue , Hayat, Munawar , Zuo, Wangmeng , Zou, Yan , Jun-Ho, Choi , Zhou, Bo , Lin, Liang , Liu, Jingtuo , Zhao, Shanshan , Marie-Paule Cani , Cong, Xiaofeng , Pengxu Wei , Liu, Sen , Guan, Wei , Debeir, Olivier , Chu-Tak, Li , Teng Xi , Luo, Zhipeng , Cheng, Kaihua , Micheloni, Christian , Ding, Errui , Almasri, Feras , Zhang, Jialiang , Jin, Xin , Shi, Yukai , Vandamme, Thomas , Arora, Aditya , Lu, Hannan , Li-Wen, Wang , Zhao, Tongtong , Rao, Muhammad Umer , Zou, Xueyi , Li, Xiaobo , Fan, Yanwen , Zhou, Yuanbo , Khan, Salman , Li, Baopu , Baek, JaeHyun , Wu, Yaojun , Zhang, Gang , Han, Junyu , Zamir, Syed Waqas , Kim, Byung-Hoon , Wu, Chenhuan , Yao, Yuehan , Chen, Ye , Han, Yoseob , Xie, Tangxin

in Image degradation / Image manipulation / Image resolution / Scaling factors

2020

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AIM 2020 Challenge on Real Image Super-Resolution: Methods and Results

in Image degradation / Image manipulation / Image resolution / Scaling factors

2020

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AIM 2020 Challenge on Real Image Super-Resolution: Methods and Results

in Image degradation / Image manipulation / Image resolution / Scaling factors

2020

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Paper

AIM 2020 Challenge on Real Image Super-Resolution: Methods and Results

Peng, Yunbo,

Zhong, Haoyu,

Shen, Yi,

Li, Hao,

Keon-Hee Ahn,

Wan-Chi, Siu,

Zhi-Song, Liu,

Pan, Zhihong,

Cao, Liang,

Li, Xin,

Gupta, Rajat,

Xu, Zhenyu,

Xu, Dejia,

Lin, Yue,

Jun-Hyuk, Kim,

Yang, Xiaojun,

Yu, Jia,

Jong-Seok, Lee,

Timofte, Radu,

Yang, Zhijing,

Liu, Cen,

Fahad Shahbaz Khan,

Wu, Haoning,

Pang, Yingxue,

Hayat, Munawar,

Zuo, Wangmeng,

Zou, Yan,

Jun-Ho, Choi,

Zhou, Bo,

Lin, Liang,

Liu, Jingtuo,

Zhao, Shanshan,

Marie-Paule Cani,

Cong, Xiaofeng,

Pengxu Wei,

Liu, Sen,

Guan, Wei,

Debeir, Olivier,

Chu-Tak, Li,

Teng Xi,

Luo, Zhipeng,

Cheng, Kaihua,

Micheloni, Christian,

Ding, Errui,

Almasri, Feras,

Zhang, Jialiang,

Jin, Xin,

Shi, Yukai,

Vandamme, Thomas,

Arora, Aditya,

Lu, Hannan,

Li-Wen, Wang,

Zhao, Tongtong,

Rao, Muhammad Umer,

Zou, Xueyi,

Li, Xiaobo,

Fan, Yanwen,

Zhou, Yuanbo,

Khan, Salman,

Li, Baopu,

Baek, JaeHyun,

Wu, Yaojun,

Zhang, Gang,

Han, Junyu,

Zamir, Syed Waqas,

Kim, Byung-Hoon,

Wu, Chenhuan,

Yao, Yuehan,

Chen, Ye,

Han, Yoseob,

Xie, Tangxin

2020

Overview

This paper introduces the real image Super-Resolution (SR) challenge that was part of the Advances in Image Manipulation (AIM) workshop, held in conjunction with ECCV 2020. This challenge involves three tracks to super-resolve an input image for \\(\\times\\)2, \\(\\times\\)3 and \\(\\times\\)4 scaling factors, respectively. The goal is to attract more attention to realistic image degradation for the SR task, which is much more complicated and challenging, and contributes to real-world image super-resolution applications. 452 participants were registered for three tracks in total, and 24 teams submitted their results. They gauge the state-of-the-art approaches for real image SR in terms of PSNR and SSIM.

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