Design and Implementation of the Pedestrian Information Analysis System

2018 International Conference on Advanced Electronic Materials, Computers and Materials Engineering

材料科学;无线电电子学;计算机科学

Zhang, Wenli^1 ; Yang, Kun^1 ; Guo, Xiang^1

College of Information and Communications Engineering, Faculty of Information Technology, Beijing University of Technology, Beijing, China^1

关键词: Deformable part models;    Design and implementations;    Pedestrian detection;    Pedestrian tracking;    Time domain;   

Others  :  https://iopscience.iop.org/article/10.1088/1757-899X/439/3/032091/pdf
DOI  :  10.1088/1757-899X/439/3/032091

来源: IOP

【 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.