NTIRE 2021 NonHomogeneous Dehazing Challenge Report
NTIRE 2021 NonHomogeneous Dehazing Challenge Report
复制标题
DOI：
10.1109/cvprw53098.2021.00074
复制
发表时间：
2021-06
期刊：
影响因子：
--
通讯作者：
C. Ancuti;Cosmin Ancuti;Florin-Alexandru Vasluianu;R. Timofte;Ming-Zhe Fu;Huan Liu;Yankun Yu;Jun Chen;Keyan Wang;Jerome Chang;Xiyao Wang;Jing Liu;Yi Xu;Xinjian Zhang;Minyi Zhao;Shuigeng Zhou;Tianyi Chen;Jiahui Fu;Wentao Jiang;Chen Gao;Sibo Liu;Yudong Wang;Jichang Guo;Chongyi Li;Qixin Yan;Sida Zheng;Syed Waqas Zamir;Aditya Arora;Akshay Dudhane;Salman H. Khan;Munawar Hayat;F. Khan;Ling Shao;Haichuan Zhang;Tiantong Guo;V. Monga;Wenjin Yang;Jin Lin;Xiaotong Luo;Guowen Huang;Shuxin Chen;Yan Qu;Ke Xu;Lehan Yang;Pengliang Sun;Xuetong Niu;Junjun Zheng;Xiao-ling Ruan;Yunfeng Wang;Jiang Yang;Zhipeng Luo;Sai Wang;Zhenyu Xu;Xiaochun Cao;Jun-Bin Luo;Zhu Zheng;Wenqi Ren;Tao Wang-;Yiqun Chen;Cong Leng;Chenghua Li;Jian Cheng;Chang-Sung Sung-Chang-Sung-Sung-2064470825;Jun-Cheng Chen;Eunsung Jo;J. Geethu;M. M. A. K. A. Sreeni-M.-M.-A.-K.-A.-Sreeni-2117347058;K. Jeena;J. Zacharias;Chippy M. Manu;Zexi Huang;Bao-ling Zhang;Yiwen Zhang;Jindong Li;Mianjie Chen;Quan-Ping Xiao;Qingchao Su;Lihua Han;Yanting Huang;Kalpesh P. Prajapati;Vishal M. Chudasama;Heena Patel;Anjali Sarvaiya;K. Upla;K. Raghavendra;R. C. Busch;Hongyuan Jing;Zilong Huang;Yiran Fu;Haoqiang Wu-;Quanxing Zha;Zhiwei Zhu;Hejun Lv
中科院分区：
文献类型：
--
作者：
C. Ancuti;Cosmin Ancuti;Florin-Alexandru Vasluianu;R. Timofte;Ming-Zhe Fu;Huan Liu;Yankun Yu;Jun Chen;Keyan Wang;Jerome Chang;Xiyao Wang;Jing Liu;Yi Xu;Xinjian Zhang;Minyi Zhao;Shuigeng Zhou;Tianyi Chen;Jiahui Fu;Wentao Jiang;Chen Gao;Sibo Liu;Yudong Wang;Jichang Guo;Chongyi Li;Qixin Yan;Sida Zheng;Syed Waqas Zamir;Aditya Arora;Akshay Dudhane;Salman H. Khan;Munawar Hayat;F. Khan;Ling Shao;Haichuan Zhang;Tiantong Guo;V. Monga;Wenjin Yang;Jin Lin;Xiaotong Luo;Guowen Huang;Shuxin Chen;Yan Qu;Ke Xu;Lehan Yang;Pengliang Sun;Xuetong Niu;Junjun Zheng;Xiao-ling Ruan;Yunfeng Wang;Jiang Yang;Zhipeng Luo;Sai Wang;Zhenyu Xu;Xiaochun Cao;Jun-Bin Luo;Zhu Zheng;Wenqi Ren;Tao Wang-;Yiqun Chen;Cong Leng;Chenghua Li;Jian Cheng;Chang-Sung Sung-Chang-Sung-Sung-2064470825;Jun-Cheng Chen;Eunsung Jo;J. Geethu;M. M. A. K. A. Sreeni-M.-M.-A.-K.-A.-Sreeni-2117347058;K. Jeena;J. Zacharias;Chippy M. Manu;Zexi Huang;Bao-ling Zhang;Yiwen Zhang;Jindong Li;Mianjie Chen;Quan-Ping Xiao;Qingchao Su;Lihua Han;Yanting Huang;Kalpesh P. Prajapati;Vishal M. Chudasama;Heena Patel;Anjali Sarvaiya;K. Upla;K. Raghavendra;R. C. Busch;Hongyuan Jing;Zilong Huang;Yiran Fu;Haoqiang Wu-;Quanxing Zha;Zhiwei Zhu;Hejun Lv
这项工作回顾了 NTIRE 2021 非均匀去雾挑战赛的结果。所提出的技术及其结果已在扩展 NH-Haze 数据集的新数据集上进行了评估。它由额外的 35 对室外记录的真实无雾和非均匀有雾图像组成。通过专业设置模仿雾霾场景的真实情况，在室外场景中引入非均匀雾霾。 327 名参与者报名参加了挑战赛，23 支队伍参加了最后的测试阶段。所提出的解决方案衡量了图像去雾的最新技术。
This work reviews the results of the NTIRE 2021 Challenge on Non-Homogeneous Dehazing. The proposed techniques and their results have been evaluated on a novel dataset that extends the NH-Haze datset. It consists of additional 35 pairs of real haze free and nonhomogeneous hazy images recorded outdoor. The nonhomogeneous haze has been introduced in the outdoor scenes by using a a professional setup that imitates the real conditions of haze scenes. 327 participants registered in the challenge and 23 teams competed in the final testing phase. The proposed solutions gauge the state-of-the-art in image dehazing.