Track-MT3: A Novel Multitarget Tracking Algorithm Based on Transformer Network

Track-MT3: A Novel Multitarget Tracking Algorithm Based on Transformer Network

To address the challenges associated with the data association and stable long-term tracking of multiple targets in complex environments, this study proposes an innovative end-to-end multitarget tracking model called Track-MT3 based on a transformer network. First, a dual-query mechanism comprising...

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Bibliographic Details
Main Authors: Hui CHEN, Shuangyan DU, Feng LIAN, Chongzhao HAN
Format: Article
Language:English
Published: China Science Publishing & Media Ltd. (CSPM) 2024-12-01
Series:Leida xuebao
Subjects:
multitarget tracking (mtt)
data association (da)
transformer
long-term tracking
attention mechanism
Online Access:https://radars.ac.cn/cn/article/doi/10.12000/JR24164

Internet

https://radars.ac.cn/cn/article/doi/10.12000/JR24164

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