Practical real-time system for object counting based on optical flow

Jacky Baltes, Amirhossein Hosseinmemar, Joshua Jung, Soroush Sadeghnejad, John Anderson

研究成果: 書貢獻/報告類型會議論文篇章

摘要

This paper describes a simple and effective system for counting the number of objects that move through a region of interest. In this work, I focus on the problem of counting the number of people that are entering or leaving an event. I design a pedestrian counting system that uses a dense optical flow field to calculate the integral of the optical flow in a video sequence. The only parameter used in the system is the the estimated integral flow for a single person. This parameter can be easily calculated from a short training sequence. Empirical evaluations show that the system is able to provide accurate estimates even for complex sequences in real-time. The described system won 2nd place in the pedestrian counting computer vision competition at the IEA-AIE 2014 conference.

原文英語
主出版物標題Robot Intelligence Technology and Applications 3 - Edition of the Selected Papers from the 3rd International Conference on Robot Intelligence Technology and Applications
編輯Weimin Yang, Hyun Myung, Jong-Hwan Kim, Peter Sincak, Jun Jo
發行者Springer Verlag
頁面299-306
頁數8
ISBN(列印)9783319168401
DOIs
出版狀態已發佈 - 2015 一月 1
事件3rd International Conference on Robot Intelligence Technology and Applications, RiTA 2014 - Beijing, 中国
持續時間: 2014 十一月 62014 十一月 8

出版系列

名字Advances in Intelligent Systems and Computing
345
ISSN(列印)2194-5357

其他

其他3rd International Conference on Robot Intelligence Technology and Applications, RiTA 2014
國家/地區中国
城市Beijing
期間2014/11/062014/11/08

ASJC Scopus subject areas

  • 控制與系統工程
  • 電腦科學(全部)

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