Motion Tracking Using Particle Filter

  • Authors:
  • Zalili Binti Musa;Junzo Watada

  • Affiliations:
  • Graduate School of Information, Production and System, Waseda University, Fukuoka, Japan 808-0135;Graduate School of Information, Production and System, Waseda University, Fukuoka, Japan 808-0135

  • Venue:
  • KES '08 Proceedings of the 12th international conference on Knowledge-Based Intelligent Information and Engineering Systems, Part III
  • Year:
  • 2008

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Abstract

Video tracking system raises a wide possibility in today's society. This system is used in various applications such as security, monitoring, robotic, and nowadays in day-to-day applications. However the video tracking systems still have many open problems and various research activities in a video tracking system are explored. In this study, we have developed a prototype to track a bounce ball movement. Generally, the movement of a bounce ball is fast and the sizes of objects are different regarding on camera view. Therefore, the aim of this study is to construct a motion tracking for an object movement using a particle filter formula. Where, at the end of this paper, the detail outcome and result are discussed using experiments of this method.