Multi-camera vehicle tracking system based on spatial-temporal filtering

P Ren, K Lu, Y Yang, Y Yang, G Sun… - Proceedings of the …, 2021 - openaccess.thecvf.com
Multi-Camera multi-target tracking is essential in the research field of urban intelligence
traffic. It shows that the task becomes extremely difficult due to the changes of illumination …

Multi-agent reinforcement learning aided intelligent UAV swarm for target tracking

Z Xia, J Du, J Wang, C Jiang, Y Ren… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Past few years have witnessed the widespread adoption of unmanned aerial vehicles
(UAVs) in target tracking for regional monitor and strike. Most existing target tracking …

Comparative Evaluation of SORT, DeepSORT, and ByteTrack for Multiple Object Tracking in Highway Videos

M Abouelyazid - International Journal of Sustainable Infrastructure for …, 2023 - vectoral.org
Multiple object tracking is a fundamental task in computer vision with significant implications
for various applications, including traffic monitoring, autonomous driving, and video …

Multiple pedestrians and vehicles tracking in aerial imagery using a convolutional neural network

SM Azimi, M Kraus, R Bahmanyar, P Reinartz - Remote Sensing, 2021 - mdpi.com
In this paper, we address various challenges in multi-pedestrian and vehicle tracking in high-
resolution aerial imagery by intensive evaluation of a number of traditional and Deep …

A locality aware city-scale multi-camera vehicle tracking system

Y Hou, H Du, L Zheng - … of the IEEE/CVF Conference on …, 2019 - openaccess.thecvf.com
Vehicle tracking across multiple cameras can be difficult for modern tracking systems. Given
unlikely candidates and faulty similarity estimation, data association struggles at city-scale …

Group Regression for Query Based Object Detection and Tracking

F Ruppel, F Faion, C Gläser… - 2023 IEEE 26th …, 2023 - ieeexplore.ieee.org
Group regression is commonly used in 3D object detection to predict box parameters of
similar classes in a joint head, aiming to benefit from similarities while separating highly …

Smartphone-based vehicle tracking without GPS: Experience and improvements

Y Tong, S Zhu, Q Zhong, R Gao, C Li… - 2021 IEEE 27th …, 2021 - ieeexplore.ieee.org
Nowadays, GPS and other global positioning systems have been widely developed,
enabling accurate and convenient outdoor location-based services for vehicles. However …

Electricity: An efficient multi-camera vehicle tracking system for intelligent city

Y Qian, L Yu, W Liu… - Proceedings of the IEEE …, 2020 - openaccess.thecvf.com
City-scale multi-camera vehicle tracking is an important task in the intelligent city and traffic
management. It is quite challenging with large scale variance, frequent occlusion and …

Scale-adaptive spatial appearance feature density approximation for object tracking

CY Liu, NHC Yung - IEEE Transactions on intelligent …, 2010 - ieeexplore.ieee.org
Object tracking is an essential task in visual traffic surveillance. Ideally, a tracker should be
able to accurately capture an object's natural motion such as translation, rotation, and …

Multi-object tracking algorithm for RGB-D images based on asymmetric dual siamese networks

WL Zhang, K Yang, YT Xin, TS Zhao - Sensors, 2020 - mdpi.com
Currently, intelligent security systems are widely deployed in indoor buildings to ensure the
safety of people in shopping malls, banks, train stations, and other indoor buildings. Multi …