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

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

ECCVW 2020 pp. 392-422

doi:10.1007/978-3-030-67070-2_24 /eccvw/2020/wei2020eccvw-aim/

Abstract

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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Cite

Text

Wei et al. "AIM 2020 Challenge on Real Image Super-Resolution: Methods and Results." European Conference on Computer Vision Workshops, 2020. doi:10.1007/978-3-030-67070-2_24

Markdown

[Wei et al. "AIM 2020 Challenge on Real Image Super-Resolution: Methods and Results." European Conference on Computer Vision Workshops, 2020.](https://mlanthology.org/eccvw/2020/wei2020eccvw-aim/) doi:10.1007/978-3-030-67070-2_24

BibTeX

@inproceedings{wei2020eccvw-aim,
  title     = {{AIM 2020 Challenge on Real Image Super-Resolution: Methods and Results}},
  author    = {Wei, Pengxu and Lu, Hannan and Timofte, Radu and Lin, Liang and Zuo, Wangmeng and Pan, Zhihong and Li, Baopu and Xi, Teng and Fan, Yanwen and Zhang, Gang and Liu, Jingtuo and Han, Junyu and Ding, Errui and Xie, Tangxin and Cao, Liang and Zou, Yan and Shen, Yi and Zhang, Jialiang and Jia, Yu and Cheng, Kaihua and Wu, Chenhuan and Lin, Yue and Liu, Cen and Peng, Yunbo and Zou, Xueyi and Luo, Zhipeng and Yao, Yuehan and Xu, Zhenyu and Zamir, Syed Waqas and Arora, Aditya and Khan, Salman H. and Hayat, Munawar and Khan, Fahad Shahbaz and Ahn, Keon-Hee and Kim, Jun-Hyuk and Choi, Jun-Ho and Lee, Jong-Seok and Zhao, Tongtong and Zhao, Shanshan and Han, Yoseob and Kim, Byung-Hoon and Baek, JaeHyun and Wu, Haoning and Xu, Dejia and Zhou, Bo and Guan, Wei and Li, Xiaobo and Ye, Chen and Li, Hao and Zhong, Haoyu and Shi, Yukai and Yang, Zhijing and Yang, Xiaojun and Li, Xin and Jin, Xin and Wu, Yaojun and Pang, Yingxue and Liu, Sen and Liu, Zhi-Song and Wang, Li-Wen and Li, Chu-Tak and Cani, Marie-Paule and Siu, Wan-Chi and Zhou, Yuanbo and Umer, Rao Muhammad and Micheloni, Christian and Cong, Xiaofeng and Gupta, Rajat and Almasri, Feras and Vandamme, Thomas and Debeir, Olivier},
  booktitle = {European Conference on Computer Vision Workshops},
  year      = {2020},
  pages     = {392-422},
  doi       = {10.1007/978-3-030-67070-2_24},
  url       = {https://mlanthology.org/eccvw/2020/wei2020eccvw-aim/}
}