Tracking human motions for security system

Junzo Watada, Zalili Binti Musaand

Research output: Chapter in Book/Report/Conference proceedingConference contribution

14 Citations (Scopus)

Abstract

The aim of this study is to build a prototype of a multi-camera tracking system for a security system that enables us to track several human motions at one time. In this paper two innovative methods: foot step detection method and particle filtering method. Generally, to recognize a single human motion is easier than to link several human motions. This is because several human motions move different directions, while a single human motion moves one direction in a certain period, Therefore, we need a system that is reliable to track of several human motions in every frame. In this paper we propose a new method for human tracking systems using foot step direction with prediction formula to forecast the direction of human movement. Furthermore, an enhanced method based on particle filtering enables us to detect and track a human movement. This process can enable the system to predict which direction the object will move and also can give the signal to other cameras to aware about that the object will appear. The detail outcome and expected result are discussed in this paper.

Original languageEnglish
Title of host publicationProceedings of the SICE Annual Conference
Pages3344-3349
Number of pages6
DOIs
Publication statusPublished - 2008
Externally publishedYes
EventSICE Annual Conference 2008 - International Conference on Instrumentation, Control and Information Technology - Tokyo
Duration: 2008 Aug 202008 Aug 22

Other

OtherSICE Annual Conference 2008 - International Conference on Instrumentation, Control and Information Technology
CityTokyo
Period08/8/2008/8/22

Keywords

  • Detection
  • Hhuman behavior
  • Human tracking
  • Object representation
  • Particle filter
  • Security system
  • Tracking
  • Tracking system

ASJC Scopus subject areas

  • Electrical and Electronic Engineering
  • Control and Systems Engineering
  • Computer Science Applications

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  • Cite this

    Watada, J., & Musaand, Z. B. (2008). Tracking human motions for security system. In Proceedings of the SICE Annual Conference (pp. 3344-3349). [4655242] https://doi.org/10.1109/SICE.2008.4655242