Stationary Human Detection Method by 2D-LiDARs

被引:0
作者
Mochizuki, Haruki [1 ]
Watanabe, Takuya [2 ]
Horii, Masayuki [1 ]
Terashima, Yoshiaki [3 ]
Kiyohara, Ryozo [1 ]
机构
[1] Kanagawa Inst Technol, Atsugi, Kanagawa, Japan
[2] Kanagawa Inst Tehnno, Grad Sch, Atsugi, Kanagawa, Japan
[3] Soka Univ, Hachioji, Tokyo, Japan
来源
38TH INTERNATIONAL CONFERENCE ON INFORMATION NETWORKING, ICOIN 2024 | 2024年
关键词
Human detection; pointcloud; 2D-LiDAR;
D O I
10.1109/ICOIN59985.2024.10572196
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Post COVID-19 pandemic, the labor shortage has become increasingly serious in Japan because many people have quit their jobs. In particular, a shortage of personnel such as security guards, taxi drivers, bus drivers, and delivery personnel is noticeable. Therefore, introduction of self-driving taxis, self-driving buses, and security robots are being considered. In this study, we focus on human detection function, a function of a security guard robot. Battery-based robot carts require a small resource of calculation. We proposed a human detection method using a 2D-LiDAR with point cloud data for small resource of calculation. Moreover, we presented the evaluation results of our method.
引用
收藏
页码:35 / 38
页数:4
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