Multi-object tracking based on network flow model and ORB feature

We present a multi-object tracking algorithm based on network flow model and ORB feature for solving occlusion problem. In our work, we extract the ORB features from the detection response and match them to achieve data association at the intra-tracklet stage. Then, tracklets are associated by netwo...

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Veröffentlicht in:	Applied intelligence (Dordrecht, Netherlands) Netherlands), 2022-09, Vol.52 (11), p.12282-12300
Hauptverfasser:	Chen, Jieyu, Xi, Zhenghao, Lu, Junxin, Ji, Jingjing
Format:	Artikel
Sprache:	eng
Schlagworte:	Accuracy Algorithms Artificial Intelligence Computer Science Cost function Deep learning Feature extraction Linear programming Machines Manufacturing Mechanical Engineering Methods Multiple target tracking Occlusion Processes
Online-Zugang:	Volltext
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