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Lehan Yang
Researcher at University of Sydney
Publications - Â 5
Citations - Â 107
Lehan Yang is an academic researcher from University of Sydney. The author has contributed to research in topics: Image restoration & Computer science. The author has an hindex of 2, co-authored 5 publications receiving 47 citations.
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Proceedings ArticleDOI
NTIRE 2021 Challenge on Perceptual Image Quality Assessment
Jinjin Gu,Haoming Cai,Chao Dong,Jimmy Ren,Yu Qiao,Shuhang Gu,Radu Timofte,Manri Cheon,Sung-Jun Yoon,Byungyeon Kang,Junwoo Lee,Qing Zhang,Haiyang Guo,Bin Yi,Yuqing Hou,Hengliang Luo,Jingyu Guo,Zirui Wang,Hai Wang,Wenming Yang,Qingyan Bai,Shuwei Shi,Weihao Xia,Mingdeng Cao,Jiahao Wang,Yifan Chen,Yujiu Yang,Yang Li,Tao Zhang,Longtao Feng,Yiting Liao,Junlin Li,William Thong,Jose Costa Pereira,Ales Leonardis,Steven McDonagh,Kele Xu,Lehan Yang,Hengxing Cai,Pengfei Sun,Seyed Mehdi Ayyoubzadeh,Ali Royat,Sid Ahmed Fezza,Dounia Hammou,Wassim Hamidouche,Sewoong Ahn,Gwangjin Yoon,Koki Tsubota,Hiroaki Akutsu,Kiyoharu Aizawa +49 more
TL;DR: The NTIRE 2021 challenge on perceptual image quality assessment (IQA) as discussed by the authors was held in conjunction with the New Trends in Image Restoration and Enhancement workshop (NTIRE) workshop at CVPR 2021.
Proceedings ArticleDOI
NTIRE 2021 NonHomogeneous Dehazing Challenge Report
Codruta Orniana Ancuti,Cosmin Ancuti,Florin-Alexandru Vasluianu,Radu Timofte,Minghan 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,Si Liu,Yudong Wang,Jichang Guo,Chongyi Li,Qixin Yan,Sida Zheng,Syed Waqas Zamir,Aditya Arora,Akshay Dudhane,Salman Khan,Munawar Hayat,Fahad Shahbaz Khan,Ling Shao,Haichuan Zhang,Tiantong Guo,Vishal Monga,Wenjin Yang,Jin Lin,Xiaotong Luo,Guowen Huang,Shuxin Chen,Yanyun Qu,Kele Xu,Lehan Yang,Pengliang Sun,Xuetong Niu,Junjun Zheng,Xiaotong Ruan,Yunfeng Wang,Jiang Yang,Zhipeng Luo,Sai Wang,Zhenyu Xu,Xiaochun Cao,Jun Luo,Zhuoran Zheng,Wenqi Ren,Tao Wang,Yiqun Chen,Cong Leng,Chenghua Li,Jian Cheng,Chang-Sung Sung,Jun-Cheng Chen,Eunsung Jo,Jae-Young Sim,Geethu M M,Akhil K A,Sreeni K G,Jeena R S,Joseph Zacharias,Chippy M Manu,Zexi Huang,Baofeng Zhang,Yiwen Zhang,Jindong Li,Mianjie Chen,Quan Xiao,Qingchao Su,Lihua Han,Yanting Huang,Kalpesh Prajapati,Vishal Chudasama,Heena Patel,Anjali Sarvaiya,Kishor P. Upla,Kiran B. Raja,Raghavendra Ramachandra,Christoph Busch,Hongyuan Jing,Zilong Huang,Yiran Fu,Haoqiang Wu,Quanxing Zha,Zhiwei Zhu,Hejun Lv +95 more
TL;DR: The results of the NTIRE 2021 Challenge on Non-Homogeneous Dehazing as mentioned in this paper have been evaluated on a novel dataset that consists of additional 35 pairs of real haze free and non-homogeneous hazy images recorded outdoor.
Posted Content
NTIRE 2021 Challenge on Perceptual Image Quality Assessment
Jinjin Gu,Haoming Cai,Chao Dong,Jimmy Ren,Yu Qiao,Shuhang Gu,Radu Timofte,Manri Cheon,Sung-Jun Yoon,Byungyeon Kang,Junwoo Lee,Qing Zhang,Haiyang Guo,Bin Yi,Yuqing Hou,Hengliang Luo,Jingyu Guo,Zirui Wang,Hai Wang,Wenming Yang,Qingyan Bai,Shuwei Shi,Weihao Xia,Mingdeng Cao,Jiahao Wang,Yifan Chen,Yujiu Yang,Yang Li,Tao Zhang,Longtao Feng,Yiting Liao,Junlin Li,William Thong,Jose Costa Pereira,Ales Leonardis,Steven McDonagh,Kele Xu,Lehan Yang,Hengxing Cai,Pengfei Sun,Seyed Mehdi Ayyoubzadeh,Ali Royat,Sid Ahmed Fezza,Dounia Hammou,Wassim Hamidouche,Sewoong Ahn,Gwangjin Yoon,Koki Tsubota,Hiroaki Akutsu,Kiyoharu Aizawa +49 more
TL;DR: The NTIRE 2021 challenge on perceptual image quality assessment (IQA) as mentioned in this paper was held in conjunction with the New Trends in Image Restoration and Enhancement workshop (NTIRE) workshop at CVPR 2021.
Proceedings ArticleDOI
Cross Modality Knowledge Distillation for Multi-modal Aerial View Object Classification
Lehan Yang,Kele Xu +1 more
TL;DR: Wang et al. as discussed by the authors proposed a cross-modality knowledge distillation (CMKD) paradigm, and explored two different network structures named CMKD-s and CMD-m for the object classification task, which can achieve crossmodal knowledge sharing and enhance the robustness of the aerial view object classification model.
Posted Content
NTIRE 2021 Multi-modal Aerial View Object Classification Challenge
Jerrick Liu,Nathan Inkawhich,Oliver Nina,Radu Timofte,Sahil Jain,Bob Lee,Yuru Duan,Wei Wei,Lei Zhang,Songzheng Xu,Yuxuan Sun,Jiaqi Tang,Xueli Geng,Mengru Ma,Gongzhe Li,Huanqia Cai,Chengxue Cai,Sol Cummings,Casian Miron,Alexandru Pasarica,Cheng-Yen Yang,Hung-Min Hsu,Jiarui Cai,Jie Mei,Chia-Ying Yeh,Jenq-Neng Hwang,Michael Xin,Zhongkai Shangguan,Zihe Zheng,Xu Yifei,Lehan Yang,Kele Xu,Min Feng +32 more
TL;DR: The first challenge on multi-modal aerial view object classification (MAVOC) as mentioned in this paper was organized in conjunction with the NTIRE 2021 workshop at CVPR and was composed of two different tracks using EO and SAR imagery.