Abstract | ||
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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 |
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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 Chen | 1 | 0 | 0.34 |
Wenguan Wang | 2 | 1019 | 37.24 |
Zhijian He | 3 | 0 | 1.35 |
Lujia Wang | 4 | 1 | 2.72 |
Yixuan Yuan | 5 | 143 | 29.34 |
Dingwen Zhang | 6 | 1183 | 36.03 |
Jinglin Zhang | 7 | 26 | 6.15 |
Pengfei Zhu | 8 | 8 | 3.05 |
Luc Van Gool | 9 | 27566 | 1819.51 |
Junwei Han | 10 | 3501 | 194.57 |
Steven Chu-Hong Hoi | 11 | 0 | 0.34 |
Qinghua Hu | 12 | 4028 | 171.50 |
Ming Liu | 13 | 0 | 1.35 |
Andrea Sciarrone | 14 | 100 | 16.60 |
Chao Sun | 15 | 57 | 5.73 |
Chiara Garibotto | 16 | 19 | 4.21 |
Duong Nguyen-Ngoc Tran | 17 | 0 | 1.69 |
Fabio Lavagetto | 18 | 216 | 35.19 |
Halar Haleem | 19 | 1 | 1.70 |
Hakki Motorcu | 20 | 0 | 0.34 |
Hasan F. Ates | 21 | 0 | 1.35 |
Huy-hoang Nguyen | 22 | 36 | 19.81 |
Hyung-Joon Jeon | 23 | 1 | 2.06 |
Igor Bisio | 24 | 395 | 43.23 |
Jae Wook Jeon | 25 | 565 | 77.35 |
Jiahao Li | 26 | 0 | 0.34 |
Long Hoang Pham | 27 | 0 | 2.70 |
Moongu Jeon | 28 | 456 | 72.81 |
Qianyu Feng | 29 | 9 | 2.01 |
Shengwen Li | 30 | 2 | 0.73 |
Tai Huu-Phuong Tran | 31 | 0 | 2.70 |
Xiao Pan | 32 | 0 | 0.68 |
Young-min Song | 33 | 3 | 1.75 |
Yuehan Yao | 34 | 5 | 1.81 |
Yunhao Du | 35 | 0 | 3.72 |
Zhenyu Xu | 36 | 0 | 0.68 |
Steven C. H. Hoi | 37 | 3830 | 174.61 |