• DocumentCode
    2969147
  • Title

    Counting people in crowd open scene based on grey level dependence matrix

  • Author

    Sen, Guo ; Wei, Liu ; HePing, Yan

  • Author_Institution
    Shenzhen Inst. of Inf. Technol., Shenzhen, China
  • fYear
    2009
  • fDate
    22-24 June 2009
  • Firstpage
    228
  • Lastpage
    231
  • Abstract
    This paper discusses people counting of crowd open scene according to statistics. Firstly, 16 features of texture of scene image is obtained based on grey level dependence matrix which is called feature vector, and feature matrix is construct based on those vectors. Then the most significant features are taken based on principal component analysis and the statistical model of number of people which are included in image according to feature vector is built. At last, people is counted based on those statistical models. Experiment According to the experiments, the results show that this method is efficient and feasible.
  • Keywords
    image texture; matrix algebra; surveillance; vectors; crowd open scene; feature matrix; feature vector; grey level dependence matrix; people counting; principal component analysis; scene image texture features; surveillance system automation; Automation; Education; Entropy; Equations; Image analysis; Investments; Layout; Linear regression; Statistical analysis; Surveillance; crowd density estimation; grey level dependence matrix; regression analysis;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information and Automation, 2009. ICIA '09. International Conference on
  • Conference_Location
    Zhuhai, Macau
  • Print_ISBN
    978-1-4244-3607-1
  • Electronic_ISBN
    978-1-4244-3608-8
  • Type

    conf

  • DOI
    10.1109/ICINFA.2009.5204926
  • Filename
    5204926