VisDrone-MOT2019: The vision meets drone multiple object tracking challenge results - Details

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Abstract：

The　Vision　Meets　Drone　Multiple　Object　Tracking　(MOT)　Challenge　2019　is　the　second　annual　activity　focusing　on　evaluating　multi-object　tracking　algorithms　on　drones,　held　in　conjunction　with　the　17-th　International　Conference　on　Computer　Vision　(ICCV　2019).　Results　of　12　submitted　MOT　algorithms　on　the　collected　drone-based　dataset　are　presented.　Meanwhile,　we　also　report　the　results　of　6　state-of-the-art　MOT　algorithms,　and　provide　a　comprehensive　analysis　and　discussion　of　the　results.　The　results　of　all　submissions　are　publicly　available　at　the　website:　http://www.aiskyeye.com/.　The　challenge　results　show　that　MOT　on　drones　is　far　from　being　solved.　We　believe　the　challenge　can　largely　boost　the　research　and　development　in　MOT　on　drone　platforms.　©　2019　IEEE.

Keyword：

Aircraft detection Benchmarking Computer vision Drones Object tracking

Author Community：

[ 1 ] [Wen, Longyin]JD Digits, Mountain View; CA, United States
[ 2 ] [Zhu, Pengfei]Tianjin University, Tianjin, China
[ 3 ] [Du, Dawei]University at Albany, SUNY, Albany; NY, United States
[ 4 ] [Bian, Xiao]GE Global Research, Niskayuna; NY, United States
[ 5 ] [Ling, Haibin]Stony Brook University, New York; NY, United States
[ 6 ] [Hu, Qinghua]Tianjin University, Tianjin, China
[ 7 ] [Zheng, Jiayu]Tianjin University, Tianjin, China
[ 8 ] [Peng, Tao]Tianjin University, Tianjin, China
[ 9 ] [Wang, Xinyao]JD Digits, Mountain View; CA, United States
[ 10 ] [Zhang, Yue]JD Digits, Mountain View; CA, United States
[ 11 ] [Bo, Liefeng]JD Digits, Mountain View; CA, United States
[ 12 ] [Shi, Hailin]JD AI Research, Beijing, China
[ 13 ] [Zhu, Rui]JD AI Research, Beijing, China
[ 14 ] [Jadhav, Ajit]Indian Institute of Information Technology, Sri City, India
[ 15 ] [Dong, Bing]DeepBlue Technology (Shanghai), Beijing, China
[ 16 ] [Lall, Brejesh]Indian Institute of Technology, Delhi, India
[ 17 ] [Liu, Chang]Dalian University of Technology, Dalian, China
[ 18 ] [Zhang, Chunhui]Institute of Information Engineering, Chinese Academy of Sciences, Beijing, China
[ 19 ] [Wang, Dong]Dalian University of Technology, Dalian, China
[ 20 ] [Ni, Feng]DeepBlue Technology (Shanghai), Beijing, China
[ 21 ] [Bunyak, Filiz]University of Missouri-Columbia, MO, United States
[ 22 ] [Wang, Gaoang]University of Washington, Seattle; WA, United States
[ 23 ] [Liu, Guizhong]Xi'An Jiaotong University, Xi'an, China
[ 24 ] [Seetharaman, Guna]U.S. Naval Research Laboratory, DC, United States
[ 25 ] [Li, Guorong]University of Chinese Academy of Sciences, Beijing, China
[ 26 ] [Ardö, Hakan]Axis Communications, Lund, Sweden
[ 27 ] [Zhang, Haotian]University of Washington, Seattle; WA, United States
[ 28 ] [Yu, Hongyang]Harbin Institute of Technology, Harbin, China
[ 29 ] [Lu, Huchuan]Dalian University of Technology, Dalian, China
[ 30 ] [Hwang, Jenq-Neng]University of Washington, Seattle; WA, United States
[ 31 ] [Mu, Jiatong]Xi'An Jiaotong University, Xi'an, China
[ 32 ] [Hu, Jinrong]Sun Yat-sen University, Guangzhou, China
[ 33 ] [Palaniappan, Kannappan]University of Missouri-Columbia, MO, United States
[ 34 ] [Chen, Long]Sun Yat-sen University, Guangzhou, China
[ 35 ] [DIng, Lu]Shanghai Jiao Tong University, Shanghai, China
[ 36 ] [Lauer, Martin]Karlsruhe Institute of Technology, Karlsruhe, Germany
[ 37 ] [Nilsson, Mikael]Centre for Mathematical Sciences, Lund University, Sweden
[ 38 ] [Al-Shakarji, Noor M.]University of Missouri-Columbia, MO, United States; University of Technology, Baghdad, Iraq
[ 39 ] [Mukherjee, Prerana]Indian Institute of Information Technology, Sri City, India
[ 40 ] [Huang, Qingming]University of Chinese Academy of Sciences, Beijing, China; Harbin Institute of Technology, Harbin, China
[ 41 ] [Laganière, Robert]University of Ottawa, Ottawa, Canada
[ 42 ] [Chen, Shuhao]Dalian University of Technology, Dalian, China
[ 43 ] [Pan, Siyang]Beijing University of Posts and Telecommunications, Beijing, China
[ 44 ] [Kaushik, Vinay]Indian Institute of Technology, Delhi, India
[ 45 ] [Shi, Wei]INSKY Lab, Leotail Intelligent Tech, Shanghai, China
[ 46 ] [Tian, Wei]Karlsruhe Institute of Technology, Karlsruhe, Germany
[ 47 ] [Li, Weiqiang]Xi'An Jiaotong University, Xi'an, China
[ 48 ] [Chen, Xin]Dalian University of Technology, Dalian, China
[ 49 ] [Zhang, Xinyu]Dalian University of Technology, Dalian, China
[ 50 ] [Zhang, Yanting]Beijing University of Posts and Telecommunications, Beijing, China
[ 51 ] [Zhao, Yanyun]Beijing University of Posts and Telecommunications, Beijing, China
[ 52 ] [Wang, Yong]University of Ottawa, Ottawa, Canada
[ 53 ] [Song, Yuduo]Karlsruhe Institute of Technology, Karlsruhe, Germany
[ 54 ] [Yao, Yuehan]DeepBlue Technology (Shanghai), Beijing, China
[ 55 ] [Chen, Zhaotang]Sun Yat-sen University, Guangzhou, China
[ 56 ] [Xu, Zhenyu]DeepBlue Technology (Shanghai), Beijing, China
[ 57 ] [Xiao, Zhibin]Tsinghua University, Beijing, China
[ 58 ] [Tong, Zhihang]Beijing University of Posts and Telecommunications, Beijing, China
[ 59 ] [Luo, Zhipeng]DeepBlue Technology (Shanghai), Beijing, China
[ 60 ] [Sun, Zhuojin]YUNEEC Aviation Technology, Shanghai, China

Reprint Author's Address：

Show more details

VisDrone-SOT2019: The vision meets drone single object tracking challenge results
2019，17th IEEE/CVF International Conference on Computer Vision Workshop, ICCVW 2019
A real-time robust approach for tracking UAVs in infrared videos
2020，2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2020
VisDrone-SOT2020: The Vision Meets Drone Single Object Tracking Challenge Results
2020，Workshops held at the 16th European Conference on Computer Vision, ECCV 2020
VisDrone-MOT2020: The Vision Meets Drone Multiple Object Tracking Challenge Results
2020，Workshops held at the 16th European Conference on Computer Vision, ECCV 2020

Source ：

Year： 2019

Page： 189-198

Language： English

Cited Count：

WoS CC Cited Count： 5

SCOPUS Cited Count： 26

WanFang Cited Count：

Chinese Cited Count：

30 Days PV： 13

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