Tracking system to automate data collection of microscopic pedestrian traffic flow

被引:0
|
作者
Teknomo, K [1 ]
Takeyama, Y [1 ]
Inamura, H [1 ]
机构
[1] Tohoku Univ, Grad Sch Informat Sci, Aoba Ku, Sendai, Miyagi 9808579, Japan
关键词
microscopic; pedestrian; image processing; automation; tracking;
D O I
暂无
中图分类号
U [交通运输];
学科分类号
08 ; 0823 ;
摘要
To deal width many pedestrian data, automatic data collection is needed. This paper describes how to automate the microscopic pedestrian flow data collection from video files. The study is restricted only to pedestrians without considering vehicular - pedestrian interaction. Pedestrian tracking system consists of three sub-systems, which calculates the image processing, object tracking and traffic flow variables. The system receives input of stacks of images and parameters. The first sub-system performs Image Processing analysis while the second sub-system carries out the tracking of pedestrians by matching the features and tracing the pedestrian numbers frame by frame. The last sub-system deals with a NTXY database to calculate the pedestrian traffic-flow characteristic such as flow rate, speed and area module. Comparison with manual data collection method confirmed that the procedures described have significant potential to automate the data collection of both microscopic and macroscopic pedestrian flow variables.
引用
收藏
页码:11 / 25
页数:15
相关论文
共 50 条
  • [1] Microscopic traffic data collection by remote sensing
    Hoogendoorn, SP
    Van Zuylen, HJ
    Schreuder, M
    Gorte, B
    Vosselman, G
    TRANSPORTATION DATA RESEARCH: PLANNING AND ADMINISTRATION, 2003, (1855): : 121 - 128
  • [2] Microscopic and macroscopic models for coupled car traffic and pedestrian flow
    Borsche, R.
    Meurer, A.
    JOURNAL OF COMPUTATIONAL AND APPLIED MATHEMATICS, 2019, 348 : 356 - 382
  • [3] PEDESTRIAN FLOW DATA-COLLECTION AND ANALYSIS
    CUNNINGHAM, PP
    CULLEN, DA
    PROCEEDINGS OF THE INSTITUTION OF CIVIL ENGINEERS-TRANSPORT, 1993, 100 (01) : 59 - 69
  • [4] PEDESTRIAN FLOW DATA-COLLECTION AND ANALYSIS
    WOOD, P
    BAMFORD, J
    LAWRENCE, M
    SULLEY, PL
    HUDDART, K
    SMITH, RA
    MULROY, TM
    JONES, VE
    DOLAN, J
    DEAN, JD
    SHAPIRO, SM
    REILLY, PF
    PROCEEDINGS OF THE INSTITUTION OF CIVIL ENGINEERS-TRANSPORT, 1995, 111 (02) : 149 - 158
  • [5] An Agent-Based Microscopic Pedestrian Flow Simulation Model for Pedestrian Traffic Problems
    Liu, Shaobo
    Lo, Siuming
    Ma, Jian
    Wang, Weili
    IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2014, 15 (03) : 992 - 1001
  • [6] Development of a tracking-based system for automated traffic data collection for roundabouts
    Hai Dinh
    Hua Tang
    Journal of Modern Transportation, 2017, (01) : 12 - 23
  • [7] Development of a tracking-based system for automated traffic data collection for roundabouts
    Dinh H.
    Tang H.
    Journal of Modern Transportation, 2017, 25 (1): : 12 - 23
  • [8] Analysis and comparison of microscopic traffic flow models with real traffic microscopic data
    Punzo, V
    Simonelli, F
    TRAFFIC FLOW THEORY 2005, 2005, (1934): : 53 - 63
  • [9] PEDESTRIAN FLOW DATA-COLLECTION AND ANALYSIS - REPLY
    CUNNINGHAM, PP
    CULLEN, DA
    PROCEEDINGS OF THE INSTITUTION OF CIVIL ENGINEERS-TRANSPORT, 1995, 111 (02) : 158 - 159
  • [10] Microscopic Traffic Information Collection based on a Lightweight MTMC Tracking Network
    Chen, Guan-Wen
    Su, Zi-Jun
    Ik, Tsi-Ui
    2024 IEEE WIRELESS COMMUNICATIONS AND NETWORKING CONFERENCE, WCNC 2024, 2024,