A two stage multi object tracking algorithm with transformer and attention mechanism

In the field of engineering safety, multi-object tracking encounters difficulties in effectively conducting object detection due to occlusion, as well as the issue of experiencing frequent switching of target identity ID switches (IDs). In response to the issues above, this paper proposes a multi-ob...

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Bibliographic Details
Published in:	Scientific reports Vol. 15; no. 1; pp. 31414 - 14
Main Authors:	Hou, Mingxing, Wu, Yiming, Shi, Hong, Mu, Xiaofang
Format:	Journal Article
Language:	English
Published:	London Nature Publishing Group UK 26.08.2025 Nature Publishing Group Nature Portfolio
Subjects:	639/166 639/705 639/705/117 Accuracy Algorithms Attention mechanism Boxes Deep learning Design Humanities and Social Sciences Localization Multi-object tracking multidisciplinary Neural networks Occlusion Re-identification Safety engineering Science Science (multidisciplinary) Two-stage association You Only Look Once Version 8 Two-stage association Attention mechanism Multi-object tracking Re-identification You Only Look Once Version 8
ISSN:	2045-2322, 2045-2322
Online Access:	Get full text
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