Tracking human motions for security system

Junzo Watada*, Zalili Binti Musaand

*この研究の対応する著者

研究成果: Conference contribution

16 被引用数 (Scopus)

抄録

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.

本文言語English
ホスト出版物のタイトルProceedings of the SICE Annual Conference
ページ3344-3349
ページ数6
DOI
出版ステータスPublished - 2008
外部発表はい
イベントSICE Annual Conference 2008 - International Conference on Instrumentation, Control and Information Technology - Tokyo
継続期間: 2008 8 202008 8 22

Other

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

ASJC Scopus subject areas

  • 電子工学および電気工学
  • 制御およびシステム工学
  • コンピュータ サイエンスの応用

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