VisDrone-SOT2019: The Vision Meets Drone Single Object Tracking Challenge Results

被引:29
|
作者
Du, Dawei [1 ]
Zhu, Pengfei [2 ]
Wen, Longyin [3 ]
Bian, Xiao [4 ]
Ling, Haibin [5 ]
Hu, Qinghua [2 ]
Zheng, Jiayu [2 ]
Peng, Tao [2 ]
Wang, Xinyao [3 ]
Zhang, Yue [3 ]
Bo, Liefeng [3 ]
Shi, Hailin [24 ]
Zhu, Rui [24 ]
Han, Bo [6 ]
Zhang, Chunhui [8 ,22 ]
Liu, Guizhong [16 ]
Wu, Han [16 ]
Wen, Hao [23 ]
Wang, Haoran [7 ]
Fan, Jiaqing [9 ]
Chen, Jie [7 ]
Gao, Jie [7 ]
Zhang, Jie [7 ]
Zhou, Jinghao [10 ]
Zhou, Jinliu [7 ]
Wang, Jinwang [11 ]
Wan, Jiuqing [12 ]
Kittler, Josef [13 ]
Zhang, Kaihua [9 ]
Huang, Kaiqi [14 ]
Yang, Kang [9 ]
Zhang, Kangkai [8 ,22 ]
Huang, Lianghua [14 ]
Zhou, Lijun [15 ]
Shi, Lingling [7 ]
Ding, Lu [17 ]
Wang, Ning [9 ]
Wang, Peng [10 ]
Hu, Qintao [15 ]
Laganiere, Robert [18 ]
Ma, Ruiyan [7 ]
Zhang, Ruohan [7 ]
Zou, Shanrong [10 ]
Zhao, Shengwei [8 ,22 ]
Li, Shengyang [19 ]
Zhu, Shengyin
Li, Shikun [8 ,22 ]
Ge, Shiming [8 ,22 ]
Xuan, Shiyu [19 ,22 ]
Xu, Tianyang [13 ,20 ]
机构
[1] SUNY Albany, Albany, NY 12222 USA
[2] Tianjin Univ, Tianjin, Peoples R China
[3] JD Digits, Mountain View, CA USA
[4] GE Global Res, Niskayuna, NY USA
[5] SUNY Stony Brook, New York, NY USA
[6] Zhejiang Univ, Hangzhou, Peoples R China
[7] Xidian Univ, Xian, Peoples R China
[8] Chinese Acad Sci, Inst Informat Engn, Beijing, Peoples R China
[9] Nanjing Univ Informat Sci & Technol, Nanjing, Peoples R China
[10] Northwestern Polytech Univ, Xian, Peoples R China
[11] Wuhan Univ, Wuhan, Peoples R China
[12] Beihang Univ, Beijing, Peoples R China
[13] Univ Surrey, Guildford, Surrey, England
[14] Chinese Acad Sci, Inst Automat, Beijing, Peoples R China
[15] Chinese Acad Sci, Inst Opt & Elect, Chengdu, Peoples R China
[16] Xi An Jiao Tong Univ, Xian, Peoples R China
[17] Shanghai Jiao Tong Univ, Shanghai, Peoples R China
[18] Univ Ottawa, Ottawa, ON, Canada
[19] Chinese Acad Sci, Technol & Engn Ctr Space Utilizat, Beijing, Peoples R China
[20] Jiangnan Univ, Wuxi, Jiangsu, Peoples R China
[21] Yuneec Aviat Technol, Shanghai, Peoples R China
[22] Univ Chinese Acad Sci, Beijing, Peoples R China
[23] CloudWalk Technol Co Ltd, Guangzhou, Peoples R China
[24] JD AI Res, Beijing, Peoples R China
基金
中国国家自然科学基金;
关键词
D O I
10.1109/ICCVW.2019.00029
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The Vision Meets Drone (VisDrone2019) Single Object Tracking challenge is the second annual research activity focusing on evaluating single-object tracking algorithms on drones, held in conjunction with the International Conference on Computer Vision (ICCV 2019). The VisDrone-S0T2019 Challenge goes beyond its VisDrone-S0T2018 predecessor by introducing 25 more challenging sequences for long-term tracking. We evaluate and discuss the results of 22 participating algorithms and 19 state-of-the-art trackers on the collected dataset. The challenge results are publicly available at the website: http://www.aiskyeye.com/. We expect the VisDrone-SOT challenge to boost the research in single object tracking field.
引用
收藏
页码:199 / 212
页数:14
相关论文
共 39 条
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