• DocumentCode
    479818
  • Title

    Research on Background Reconstruction Based on Prediction and Filtering

  • Author

    Tang, Jinglei ; Jing, Xu ; He, Dongjian

  • Author_Institution
    Coll. of Mech. & Electron. Eng., Northwest A & F Univ., Yangling
  • Volume
    1
  • fYear
    2008
  • fDate
    12-14 Dec. 2008
  • Firstpage
    969
  • Lastpage
    972
  • Abstract
    Achieve accurate background reconstruction from video image sequence is the key factor of background difference. An algorithm of background reconstruction method based on prediction and filtering is present. We predict background data based on the prediction function of BP network, and gain the preliminary background image. Then, background reconstruction based on filtering which integrate background difference and frames difference was put forward. The preliminary background image was filter processing further to achieve accurate background reconstruction. The experimental results show that this algorithm has the advantage of robust, and we can gain more integrity information of the moving object.
  • Keywords
    backpropagation; filtering theory; image reconstruction; image sequences; video signal processing; BP network; background difference; background reconstruction; filtering method; frames difference; prediction method; video image sequence; Computerized monitoring; Educational institutions; Filtering; Filters; Helium; Image reconstruction; Intelligent systems; Neural networks; Object detection; Reconstruction algorithms;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computer Science and Software Engineering, 2008 International Conference on
  • Conference_Location
    Wuhan, Hubei
  • Print_ISBN
    978-0-7695-3336-0
  • Type

    conf

  • DOI
    10.1109/CSSE.2008.819
  • Filename
    4721912