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作者:

Zhang, Wenli (Zhang, Wenli.) | Yang, Kun (Yang, Kun.) | Guo, Xiang (Guo, Xiang.)

收录:

EI Scopus

摘要:

In this paper, we proposed a pedestrian information analysis system. It is consisted of the pedestrian detection module and the pedestrian tracking module. Compared with various pedestrian detection methods, the Deformable Part Model (DPM) algorithm is used to detect the pedestrians in the picture. Meanwhile, this paper proposes a pedestrian tracking method. This method uses the pedestrian detection result to calculate the pedestrian's centroid and uses the video time domain information to track the centroid. It can help us to obtain the pedestrian information that includes the pedestrian moving distance and direction. We set the count line to count the pedestrian's number and direction in this system. The experiment results show that the system we proposed can analyse pedestrians more accurately. © Published under licence by IOP Publishing Ltd.

关键词:

Information analysis Time domain analysis

作者机构:

  • [ 1 ] [Zhang, Wenli]College of Information and Communications Engineering, Faculty of Information Technology, Beijing University of Technology, Beijing, China
  • [ 2 ] [Yang, Kun]College of Information and Communications Engineering, Faculty of Information Technology, Beijing University of Technology, Beijing, China
  • [ 3 ] [Guo, Xiang]College of Information and Communications Engineering, Faculty of Information Technology, Beijing University of Technology, Beijing, China

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ISSN: 1757-8981

年份: 2018

期: 3

卷: 439

语种: 英文

被引次数:

WoS核心集被引频次:

SCOPUS被引频次: 3

ESI高被引论文在榜: 0 展开所有

万方被引频次:

中文被引频次:

近30日浏览量: 5

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