Detection and tracking meet drones challenge

P Zhu, L Wen, D Du, X Bian, H Fan… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Drones, or general UAVs, equipped with cameras have been fast deployed with a wide
range of applications, including agriculture, aerial photography, and surveillance …

Vision meets drones: A challenge

P Zhu, L Wen, X Bian, H Ling, Q Hu - arXiv preprint arXiv:1804.07437, 2018 - arxiv.org
In this paper we present a large-scale visual object detection and tracking benchmark,
named VisDrone2018, aiming at advancing visual understanding tasks on the drone …

The unmanned aerial vehicle benchmark: Object detection, tracking and baseline

H Yu, G Li, W Zhang, Q Huang, D Du, Q Tian… - International Journal of …, 2020 - Springer
With the increasing popularity of Unmanned Aerial Vehicles (UAVs) in computer vision-
related applications, intelligent UAV video analysis has recently attracted the attention of an …

The unmanned aerial vehicle benchmark: Object detection and tracking

D Du, Y Qi, H Yu, Y Yang, K Duan… - Proceedings of the …, 2018 - openaccess.thecvf.com
With the advantage of high mobility, Unmanned Aerial Vehicles (UAVs) are used to fuel
numerous important applications in computer vision, delivering more efficiency and …

VisDrone-VDT2018: The vision meets drone video detection and tracking challenge results

P Zhu, L Wen, D Du, X Bian, H Ling… - Proceedings of the …, 2018 - openaccess.thecvf.com
Drones equipped with cameras have been fast deployed to a wide range of applications,
such as agriculture, aerial photography, fast delivery, and surveillance. As the core steps in …

Deep learning for unmanned aerial vehicle-based object detection and tracking: A survey

X Wu, W Li, D Hong, R Tao, Q Du - IEEE Geoscience and …, 2021 - ieeexplore.ieee.org
Owing to effective and flexible data acquisition, unmanned aerial vehicles (UAVs) have
recently become a hotspot across the fields of computer vision (CV) and remote sensing …

Unmanned aerial vehicle visual detection and tracking using deep neural networks: A performance benchmark

BKS Isaac-Medina, M Poyser… - Proceedings of the …, 2021 - openaccess.thecvf.com
Abstract Unmanned Aerial Vehicles (UAV) can pose a major risk for aviation safety, due to
both negligent and malicious use. For this reason, the automated detection and tracking of …

Vision-based anti-uav detection and tracking

J Zhao, J Zhang, D Li, D Wang - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Unmanned aerial vehicles (UAV) have been widely used in various fields, and their invasion
of security and privacy has aroused social concern. Several detection and tracking systems …

Real-time drone detection and tracking with visible, thermal and acoustic sensors

F Svanström, C Englund… - … Conference on Pattern …, 2021 - ieeexplore.ieee.org
This paper explores the process of designing an automatic multi-sensor drone detection
system. Besides the common video and audio sensors, the system also includes a thermal …

Deep learning in multi-object detection and tracking: state of the art

SK Pal, A Pramanik, J Maiti, P Mitra - Applied Intelligence, 2021 - Springer
Object detection and tracking is one of the most important and challenging branches in
computer vision, and have been widely applied in various fields, such as health-care …