[HTML][HTML] RetinaMOT: rethinking anchor-free YOLOv5 for online multiple object tracking

J Cao, J Zhang, B Li, L Gao, J Zhang - Complex & Intelligent Systems, 2023 - Springer
In recent years, YOLOv5 networks have become a research focus in many fields because
they are capable of outperforming state-of-the-art (SOTA) approaches in different computer …

A systematic survey on recent deep learning-based approaches to multi-object tracking

H Agrawal, A Halder, P Chattopadhyay - Multimedia Tools and …, 2024 - Springer
This survey covers an in-depth review of the state-of-the-art research on Multi-Object
Tracking (MOT) from research articles published in 2019 or later in top-tier journals and …

[HTML][HTML] DetTrack: An Algorithm for Multiple Object Tracking by Improving Occlusion Object Detection

X Gao, Z Wang, X Wang, S Zhang, S Zhuang, H Wang - Electronics, 2023 - mdpi.com
Multi-object tracking (MOT) is an important problem in computer vision that has a wide range
of applications. Currently, object occlusion detecting is still a serious challenge in multi …

Multi-object tracking algorithm based on interactive attention network and adaptive trajectory reconnection

S Ma, S Duan, Z Hou, W Yu, L Pu, X Zhao - Expert Systems with …, 2024 - Elsevier
Multi-object tracking (MOT) detects multiple targets in an image and assigns a unique
identifier to each target. However, challenges such as rapid motion, occlusion, and camera …

Followme: a robust person following framework based on visual re-identification and gestures

F Rollo, A Zunino, G Raiola, F Amadio… - … Robotics and Its …, 2023 - ieeexplore.ieee.org
Human-robot interaction (HRI) has become a crucial enabler in houses and industries for
facilitating operational flexibility. When it comes to mobile collaborative robots, this flexibility …

Methodological insights towards leveraging performance in video object tracking and detection

MZ Kurian - … Journal of Advanced Computer Science and …, 2023 - search.proquest.com
Abstract Video Object Detection and Tracking (VODT), one of its integral operations of
surveillance system in present time, mechanizes a way to identify and track the target object …

[HTML][HTML] PSMOT: Online Occlusion-Aware Multi-Object Tracking Exploiting Position Sensitivity

R Zhao, X Zhang, J Zhang - Sensors, 2024 - mdpi.com
Models based on joint detection and re-identification (ReID), which significantly increase the
efficiency of online multi-object tracking (MOT) systems, are an evolution from separate …

A Multiple Object Tracker with Spatiotemporal Memory Network

P Xiao, J Chi, Z Wang, F Yan… - International Journal of …, 2023 - Wiley Online Library
Target tracking is an important application of unmanned aerial vehicles (UAVs). The
template is the identity of the target and has a great impact on the performance of target …

[HTML][HTML] Research on Pedestrian Multi-Object Tracking Network Based on Multi-Order Semantic Fusion

C Liu, C Han - World Electric Vehicle Journal, 2023 - mdpi.com
Aiming at the problem of insufficient tracking accuracy caused by object occlusion in the
process of multi-object tracking, this paper proposes a multi-order semantic fusion …

The detection and rectification for identity-switch based on unfalsified control

J Huang, X He, S Zhao - arXiv preprint arXiv:2307.14591, 2023 - arxiv.org
The purpose of multi-object tracking (MOT) is to continuously track and identify objects
detected in videos. Currently, most methods for multi-object tracking model the motion …