A Multi-Camera Tracker for Monitoring Pedestrians in Enclosed Environments

被引:0
|
作者
Wu, Xusheng [1 ]
Winter, Stephan [2 ]
Khoshelham, Kourosh [2 ]
机构
[1] Univ Melbourne, Comp & Informat Syst, Parkville, Vic 3010, Australia
[2] Univ Melbourne, Infrastruct Engn, Parkville, Vic 3010, Australia
关键词
Computer vision; Multi-camera tracking; Shopping; Market; Customer behaviour;
D O I
10.1109/ICTAI50040.2020.00134
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Multi-camera pedestrians tracking is a challenging computer vision task. We propose a multi-camera tracker for monitoring pedestrians in an enclosed shopping environment. We assess the performance of the multi-camera tracker in a case study, tracking customers in a food and speciality market hall. Our multi-camera tracker tracks customers' walking between the stalls in the market. The information is useful for market management, visitor safety, and other potential application areas.
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页码:852 / 858
页数:7
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