Person Tracking in Large Public Spaces Using 3-D Range Sensors

被引:167
|
作者
Brscic, Drazen [1 ]
Kanda, Takayuki [1 ]
Ikeda, Tetsushi [1 ]
Miyashita, Takahiro [1 ]
机构
[1] Adv Telecommun Res Inst Int, Kyoto 6190288, Japan
基金
日本科学技术振兴机构;
关键词
3-D range sensors; person tracking;
D O I
10.1109/THMS.2013.2283945
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
A method for tracking the position, orientation, and height of persons in large public environments is presented. Such a piece of information is known to be useful both for understanding their actions, as well as for applications such as human-robot interaction. We use multiple 3-D range sensors, which are mounted above human height to have less occlusion between persons. A computationally simple-tracking method is proposed that works on single sensor data and combines multiple sensors so that large areas can be covered with a minimum number of sensors. Moreover, it can work with different sensor types and is robust to the imperfect sensor measurements; therefore, it is possible to combine currently available 3-D range sensor solutions to achieve tracking in wide public spaces. The method was implemented in a shopping center environment, and it was shown that good tracking performance can be achieved.
引用
收藏
页码:522 / 534
页数:13
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