Title
VisDrone-MOT2021: The Vision Meets Drone Multiple Object Tracking Challenge Results
Abstract
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 (similar to 24K frames) for training, 7 sequences (similar to 3K frames) for validation and 33 sequences (similar to 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.
Year
DOI
Venue
2021
10.1109/ICCVW54120.2021.00318
2021 IEEE/CVF INTERNATIONAL CONFERENCE ON COMPUTER VISION WORKSHOPS (ICCVW 2021)
Keywords
DocType
Volume
VisDrone, multi-object tracking, drone, challenge, benchmark
Conference
2021
Issue
ISSN
Citations 
1
2473-9936
0
PageRank 
References 
Authors
0.34
8
37
Name
Order
Citations
PageRank
Guanlin Chen100.34
Wenguan Wang2101937.24
Zhijian He301.35
Lujia Wang412.72
Yixuan Yuan514329.34
Dingwen Zhang6118336.03
Jinglin Zhang7266.15
Pengfei Zhu883.05
Luc Van Gool9275661819.51
Junwei Han103501194.57
Steven Chu-Hong Hoi1100.34
Qinghua Hu124028171.50
Ming Liu1301.35
Andrea Sciarrone1410016.60
Chao Sun15575.73
Chiara Garibotto16194.21
Duong Nguyen-Ngoc Tran1701.69
Fabio Lavagetto1821635.19
Halar Haleem1911.70
Hakki Motorcu2000.34
Hasan F. Ates2101.35
Huy-hoang Nguyen223619.81
Hyung-Joon Jeon2312.06
Igor Bisio2439543.23
Jae Wook Jeon2556577.35
Jiahao Li2600.34
Long Hoang Pham2702.70
Moongu Jeon2845672.81
Qianyu Feng2992.01
Shengwen Li3020.73
Tai Huu-Phuong Tran3102.70
Xiao Pan3200.68
Young-min Song3331.75
Yuehan Yao3451.81
Yunhao Du3503.72
Zhenyu Xu3600.68
Steven C. H. Hoi373830174.61