ML Anthology

VisDrone-MOT2019: The Vision Meets Drone Multiple Object Tracking Challenge Results

Longyin Wen, Yue Zhang, Liefeng Bo, Hailin Shi, Rui Zhu, Ajit Jadhav, Bing Dong, Brejesh Lall, Chang Liu, Chunhui Zhang, Dong Wang, Pengfei Zhu, Feng Ni, Filiz Bunyak, Gaoang Wang, Guizhong Liu, Guna Seetharaman, Guorong Li, Håkan Ardö, Haotian Zhang, Hongyang Yu, Huchuan Lu, Dawei Du, Jenq-Neng Hwang, Jiatong Mu, Jinrong Hu, Kannappan Palaniappan, Long Chen, Lu Ding, Martin Lauer, Mikael G. Nilsson, Noor M. Al-Shakarji, Prerana Mukherjee, Xiao Bian, Qingming Huang, Robert Laganière, Shuhao Chen, Siyang Pan, Vinay Kaushik, Wei Shi, Wei Tian, Weiqiang Li, Xin Chen, Xinyu Zhang, Haibin Ling, Yanting Zhang, Yanyun Zhao, Yong Wang, Yuduo Song, Yuehan Yao, Zhaotang Chen, Zhenyu Xu, Zhibin Xiao, Zhihang Tong, Zhipeng Luo, Qinghua Hu, Zhuojin Sun, Jiayu Zheng, Tao Peng, Xinyao Wang
ICCVW 2019 pp. 189-198
doi:10.1109/ICCVW.2019.00028 /iccvw/2019/wen2019iccvw-visdronemot2019/

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.

ICCVW Semantic Scholar

Cite

Text

Wen et al. "VisDrone-MOT2019: The Vision Meets Drone Multiple Object Tracking Challenge Results." IEEE/CVF International Conference on Computer Vision Workshops, 2019. doi:10.1109/ICCVW.2019.00028

Markdown

[Wen et al. "VisDrone-MOT2019: The Vision Meets Drone Multiple Object Tracking Challenge Results." IEEE/CVF International Conference on Computer Vision Workshops, 2019.](https://mlanthology.org/iccvw/2019/wen2019iccvw-visdronemot2019/) doi:10.1109/ICCVW.2019.00028

BibTeX

@inproceedings{wen2019iccvw-visdronemot2019,
  title     = {{VisDrone-MOT2019: The Vision Meets Drone Multiple Object Tracking Challenge Results}},
  author    = {Wen, Longyin and Zhang, Yue and Bo, Liefeng and Shi, Hailin and Zhu, Rui and Jadhav, Ajit and Dong, Bing and Lall, Brejesh and Liu, Chang and Zhang, Chunhui and Wang, Dong and Zhu, Pengfei and Ni, Feng and Bunyak, Filiz and Wang, Gaoang and Liu, Guizhong and Seetharaman, Guna and Li, Guorong and Ardö, Håkan and Zhang, Haotian and Yu, Hongyang and Lu, Huchuan and Du, Dawei and Hwang, Jenq-Neng and Mu, Jiatong and Hu, Jinrong and Palaniappan, Kannappan and Chen, Long and Ding, Lu and Lauer, Martin and Nilsson, Mikael G. and Al-Shakarji, Noor M. and Mukherjee, Prerana and Bian, Xiao and Huang, Qingming and Laganière, Robert and Chen, Shuhao and Pan, Siyang and Kaushik, Vinay and Shi, Wei and Tian, Wei and Li, Weiqiang and Chen, Xin and Zhang, Xinyu and Ling, Haibin and Zhang, Yanting and Zhao, Yanyun and Wang, Yong and Song, Yuduo and Yao, Yuehan and Chen, Zhaotang and Xu, Zhenyu and Xiao, Zhibin and Tong, Zhihang and Luo, Zhipeng and Hu, Qinghua and Sun, Zhuojin and Zheng, Jiayu and Peng, Tao and Wang, Xinyao},
  booktitle = {IEEE/CVF International Conference on Computer Vision Workshops},
  year      = {2019},
  pages     = {189-198},
  doi       = {10.1109/ICCVW.2019.00028},
  url       = {https://mlanthology.org/iccvw/2019/wen2019iccvw-visdronemot2019/}
}