AIM 2020 真实图像超分辨率挑战赛：方法与结果
计算机视觉与模式识别
2020-09-28 v1
摘要
本文介绍作为 Advances in Image Manipulation（AIM）研讨会一部分、与 ECCV 2020 联合举办的真实图像超分辨率（SR）挑战赛。该挑战赛包含三个赛道，分别将输入图像以 2、3 与 4 缩放因子进行超分辨率重建。其目标是吸引更多对 SR 任务中真实图像退化的关注，该问题更为复杂且具有挑战性，并有助于真实世界图像超分辨率应用。三个赛道共有 452 名参与者注册，24 支队伍提交了结果。他们从 PSNR 与 SSIM 角度衡量了真实图像 SR 的最先进方法。
引用
@article{arxiv.2009.12072,
title = {AIM 2020 Challenge on Real Image Super-Resolution: Methods and Results},
author = {Pengxu Wei and Hannan Lu and Radu Timofte and Liang Lin and Wangmeng Zuo and Zhihong Pan and Baopu Li and Teng Xi and Yanwen Fan and Gang Zhang and Jingtuo Liu and Junyu Han and Errui Ding and Tangxin Xie and Liang Cao and Yan Zou and Yi Shen and Jialiang Zhang and Yu Jia and Kaihua Cheng and Chenhuan Wu and Yue Lin and Cen Liu and Yunbo Peng and Xueyi Zou and Zhipeng Luo and Yuehan Yao and Zhenyu Xu and Syed Waqas Zamir and Aditya Arora and Salman Khan and Munawar Hayat and Fahad Shahbaz Khan and Keon-Hee Ahn and Jun-Hyuk Kim and Jun-Ho Choi and Jong-Seok Lee and Tongtong Zhao and Shanshan Zhao and Yoseob Han and Byung-Hoon Kim and JaeHyun Baek and Haoning Wu and Dejia Xu and Bo Zhou and Wei Guan and Xiaobo Li and Chen Ye and Hao Li and Haoyu Zhong and Yukai Shi and Zhijing Yang and Xiaojun Yang and Haoyu Zhong and Xin Li and Xin Jin and Yaojun Wu and Yingxue Pang and Sen Liu and Zhi-Song Liu and Li-Wen Wang and Chu-Tak Li and Marie-Paule Cani and Wan-Chi Siu and Yuanbo Zhou and Rao Muhammad Umer and Christian Micheloni and Xiaofeng Cong and Rajat Gupta and Keon-Hee Ahn and Jun-Hyuk Kim and Jun-Ho Choi and Jong-Seok Lee and Feras Almasri and Thomas Vandamme and Olivier Debeir},
journal= {arXiv preprint arXiv:2009.12072},
year = {2020}
}