Dynamic visual tracking based on multi-cue matching

Ming-Yang Cheng, Chun Kai Wang

研究成果: Conference contribution

6 引文 斯高帕斯(Scopus)

摘要

Due to attractive features such as "computation efficient" and "model free", the template matching approaches have been used in many dynamic visual tracking systems to detect moving targets. However, in practical visual tracking applications, the image of the moving target may experience shape variations due to movement or illumination changes, in which it could end up with a detection failure. To overcome these difficulties, a multi-cue matching approach with a fuzzy logic based data fusion mechanism is proposed in this study. To evaluate the performance of the proposed approach, a real-time pan-tilt dynamic visual tracking system is used as a test platform and several experiments have been conducted. Experimental results demonstrate the effectiveness of the proposed approach.

原文English
主出版物標題Proceedings of the 2007 4th IEEE International Conference on Mechatronics, ICM 2007
DOIs
出版狀態Published - 2007 十二月 1
事件4th IEEE International Conference on Mechatronics, ICM 2007 - Kumamoto, Japan
持續時間: 2007 五月 82007 五月 10

出版系列

名字Proceedings of the 2007 4th IEEE International Conference on Mechatronics, ICM 2007

Other

Other4th IEEE International Conference on Mechatronics, ICM 2007
國家Japan
城市Kumamoto
期間07-05-0807-05-10

All Science Journal Classification (ASJC) codes

  • Control and Systems Engineering
  • Electrical and Electronic Engineering

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