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A method for counting people attending large public events

机译:一种统计参加大型公共活动的人数的方法

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摘要

The algorithm for people counting in crowded scenes, based on the idea of virtual gate which uses optical flow method is presented. The concept and practical application of the developed algorithm under real conditions is depicted. The aim of the work is to estimate the number of people passing through entrances of a large sport hall. The most challenging problem was the unpredicted behavior of people while entering the building. The examined flow of people fluctuated between individual persons and dense crowd. A series of experiments during sport and entertainment events was made. The results of the experiments show a high efficiency of the elaborated algorithm.
机译:提出了基于光流法虚拟门的思想,在拥挤场景中进行人数统计的算法。描述了所开发算法在实际条件下的概念和实际应用。这项工作的目的是估计通过大型体育馆入口的人数。最具挑战性的问题是进入建筑物时人们的意外行为。所检查的人员流动在个人和人群密集之间波动。在体育和娱乐活动期间进行了一系列实验。实验结果表明,该算法具有较高的效率。

著录项

  • 来源
    《Multimedia Tools and Applications》 |2015年第12期|4289-4301|共13页
  • 作者单位

    Gdansk Univ Technol, Fac Elect Telecommun & Informat, Multimedia Syst Dept, PL-80233 Gdansk, Poland;

    Gdansk Univ Technol, Fac Elect Telecommun & Informat, Multimedia Syst Dept, PL-80233 Gdansk, Poland;

    Gdansk Univ Technol, Fac Elect Telecommun & Informat, Multimedia Syst Dept, PL-80233 Gdansk, Poland;

    Gdansk Univ Technol, Fac Elect Telecommun & Informat, Comp Architecture Dept, PL-80233 Gdansk, Poland;

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  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Crowd; People counting; Crowd behavior;

    机译:人群;人数统计;人群行为;

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