VisDrone-MOT2021: The Vision Meets Drone Multiple Object Tracking Challenge Results

Guanlin Chen, Wenguan Wang, Zhijian He, Lujia Wang, Yixuan Yuan, Dingwen Zhang, Jinglin Zhang, Pengfei Zhu, Luc Van Gool, Junwei Han, Steven Hoi, Qinghua Hu, Ming Liu, Andrea Sciarrone, Chao Sun, Chiara Garibotto, Duong Nguyen Ngoc Tran, Fabio Lavagetto, Halar Haleem, Hakki MotorcuHasan F. Ates, Huy Hung Nguyen, Hyung Joon Jeon, Igor Bisio, Jae Wook Jeon, Jiahao Li, Long Hoang Pham, Moongu Jeon, Qianyu Feng, Shengwen Li, Tai Huu Phuong Tran, Xiao Pan, Young Min Song, Yuehan Yao, Yunhao Du, Zhenyu Xu, Zhipeng Luo

科研成果: 书/报告/会议事项章节会议稿件同行评审

34 引用 (Scopus)

摘要

Vision Meets Drone: Multiple Object Tracking (VisDrone-MOT2021) challenge - the forth annual activity organized by the VisDrone team - focuses on benchmarking UAV MOT algorithms in realistic challenging environments. It is held in conjunction with ICCV 2021. VisDrone-MOT2021 contains 96 video sequences in total, including 56 sequences (~24K frames) for training, 7 sequences (~3K frames) for validation and 33 sequences (~13K frames) for testing. Bounding-box annotations for novel object categories are provided every frame and temporally consistent instance IDs are also given. Additionally, occlusion ratio and truncation ratio are provided as extra useful annotations. The results of eight state-of-the-art MOT algorithms are reported and discussed. We hope that our VisDrone-MOT2021 challenge will facilitate future research and applications in the field of UAV vision. The website of our challenge can be found at http://www.aiskyeye.com/.

源语言英语
主期刊名Proceedings - 2021 IEEE/CVF International Conference on Computer Vision Workshops, ICCVW 2021
出版商Institute of Electrical and Electronics Engineers Inc.
2839-2846
页数8
ISBN(电子版)9781665401913
DOI
出版状态已出版 - 2021
活动18th IEEE/CVF International Conference on Computer Vision Workshops, ICCVW 2021 - Virtual, Online, 加拿大
期限: 11 10月 202117 10月 2021

出版系列

姓名Proceedings of the IEEE International Conference on Computer Vision
2021-October
ISSN(印刷版)1550-5499

会议

会议18th IEEE/CVF International Conference on Computer Vision Workshops, ICCVW 2021
国家/地区加拿大
Virtual, Online
时期11/10/2117/10/21

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