Efficient real-time multi-object tracking algorithm for complex scenarios

In this paper, we propose an enhanced Multi-Object Tracking(MOT) framework based on ByteTrack, achieving dual improvements in efficiency and performance while significantly enhancing robustness and real time of the algorithm in complex scenarios. During the initial matching stage, we integrate an ap...

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Bibliographic Details
Published in:	Signal, image and video processing Vol. 19; no. 13; p. 1148
Main Authors:	Li, Yufeng, An, Tianyang, Hu, Nairui, Wang, Haiyao
Format:	Journal Article
Language:	English
Published:	London Springer London 01.12.2025 Springer Nature B.V
Subjects:	Algorithms Boxes Computer Imaging Computer Science Deep learning Efficiency Embedded systems Feature extraction Image Processing and Computer Vision Matching Multimedia Information Systems Multiple target tracking Occlusion Original Paper Pattern Recognition and Graphics Real time Resource utilization Signal,Image and Speech Processing Vision Computer vision Feature fusion Mot Vmamba
ISSN:	1863-1703, 1863-1711
Online Access:	Get full text
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