NTIRE 2020图像去摩尔纹挑战赛：方法与结果
计算机视觉与模式识别
2020-05-08 v1
摘要
本文回顾了作为New Trends in Image Restoration and Enhancement (NTIRE) 研讨会（与CVPR 2020联合举办）一部分的图像去摩尔纹挑战赛。去摩尔纹是一项从图像中去除摩尔纹图案以恢复底层干净图像的困难任务。该挑战赛分为两个赛道。赛道1针对单图像去摩尔纹问题，旨在从单幅图像中去除摩尔纹图案。赛道2聚焦于连拍去摩尔纹问题，其中提供同一场景的一组退化的摩尔纹图像作为输入，目标是输出一幅去摩尔纹后的图像。各方法根据其保真度排名，使用真实干净图像与参与者方法所恢复图像之间的峰值信噪比（PSNR）进行度量。两个赛道分别有142和99名注册参与者，在最终测试阶段分别有14和6份提交。这些参赛作品涵盖了当前图像及连拍图像去摩尔纹问题的最先进水平。
引用
@article{arxiv.2005.03155,
title = {NTIRE 2020 Challenge on Image Demoireing: Methods and Results},
author = {Shanxin Yuan and Radu Timofte and Ales Leonardis and Gregory Slabaugh and Xiaotong Luo and Jiangtao Zhang and Yanyun Qu and Ming Hong and Yuan Xie and Cuihua Li and Dejia Xu and Yihao Chu and Qingyan Sun and Shuai Liu and Ziyao Zong and Nan Nan and Chenghua Li and Sangmin Kim and Hyungjoon Nam and Jisu Kim and Jechang Jeong and Manri Cheon and Sung-Jun Yoon and Byungyeon Kang and Junwoo Lee and Bolun Zheng and Xiaohong Liu and Linhui Dai and Jun Chen and Xi Cheng and Zhenyong Fu and Jian Yang and Chul Lee and An Gia Vien and Hyunkook Park and Sabari Nathan and M. Parisa Beham and S Mohamed Mansoor Roomi and Florian Lemarchand and Maxime Pelcat and Erwan Nogues and Densen Puthussery and Hrishikesh P S and Jiji C and Ashish Sinha and Xuan Zhao},
journal= {arXiv preprint arXiv:2005.03155},
year = {2020}
}