The Vision Meets Drone (VisDrone2020) Multiple Object Tracking (MOT) is the third annual UAV MOT tracking evaluation activity organized by the VisDrone team, in conjunction with European Conference on Computer Vision (ECCV 2020). The VisDrone-MOT2020 consists of 79 challenging video sequences, including 56 videos (24K frames) for training, 7 videos (3K frames) for validation and 17 videos (6K frames) for evaluation. All frames in these sequences are manually annotated with high-quality bounding boxes. Results of 12 participating MOT algorithms are presented and analyzed in detail. The challenging results, video sequences as well as the evaluation toolkit are made available at http://aiskyeye.com/. By holding VisDrone-MOT2020 challenge, we hope to facilitate future research and applications of MOT algorithms on drone videos.
@inproceedings{Noor2020:ECCV_VisDrone_Challenge_report,
author = "H. Fan and D. Du and L. Wen and P. Zhu and Q. Hu and H. Ling and M. Shah and J. Pan and A. Schumann and B. Dong and D. Stadler and D. Xu and F. Bunyak and G. Seetharaman and G. Liu and V. Haritha and P. S. Hrishikesh and J. Han and K. Palaniappan and K. Zhu and L. W. Sommer and L. Zhang and L. Shine and M. Yao and N. Al-Shakarji and S. Li and T. Sun and W. Sai and W. Yu and X. Wu and X. Hong and X. Wei and X. Zhao and Y. Zhao and Y. Gong and Y. Yao and Y. He and Z. Zhao and Z. Xie and Z. Yang and Z. Xu and Z. Luo and Z. Duan",
title = "VisDrone-MOT2020: The vision meets drone multiple object tracking challenge results",
year = 2020,
booktitle = "European Conference on Computer Vision (ECCV)",
publisher = "Springer International Publishing",
pages = "713--727",
keywords = "drone-based multiple object tracking, drone performance evaluation, multi-object tracking",
doi = "10.1007/978-3-030-66823-5_43",
url = "https://link.springer.com/chapter/10.1007/978-3-030-66823-5_43"
}
H. Fan, D. Du, L. Wen, P. Zhu, Q. Hu, H. Ling, M. Shah, J. Pan, A. Schumann, B. Dong, D. Stadler, D. Xu, F. Bunyak, G. Seetharaman, G. Liu, V. Haritha, P. S. Hrishikesh, J. Han, K. Palaniappan, K. Zhu, L. W. Sommer, L. Zhang, L. Shine, M. Yao, N. Al-Shakarji, S. Li, T. Sun, W. Sai, W. Yu, X. Wu, X. Hong, X. Wei, X. Zhao, Y. Zhao, Y. Gong, Y. Yao, Y. He, Z. Zhao, Z. Xie, Z. Yang, Z. Xu, Z. Luo, and Z. Duan. VisDrone-MOT2020: The vision meets drone multiple object tracking challenge results. European Conference on Computer Vision (ECCV), Springer International Publishing, pages 713--727, 2020.