Motion estimation and multi-stage association for tracking-by-detection

Abstract Multi-object tracking (MOT) aims to locate and identify objects in videos. As deep learning brings excellent performances to object detection, the tracking-by-detection (TBD) has gradually become a mainstream tracking framework. However, some drawbacks still exist in the current TBD framewo...

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Bibliographic Details
Main Authors: Ye Li, Lei Wu, Yiping Chen, Xinzhong Wang, Guangqiang Yin, Zhiguo Wang
Format: Article
Language:English
Published: Springer 2023-11-01
Series:Complex & Intelligent Systems
Subjects:
Online Access:https://doi.org/10.1007/s40747-023-01273-3