• DocumentCode
    1788293
  • Title

    Layered RC circuit with dynamic resistances for background subtraction

  • Author

    Mozdren, Karel ; Sojka, Eduard ; Fusek, Radovan ; Surkala, Milan

  • Author_Institution
    FEECS, VrB-Tech. Univ. of Ostrava, Ostrava, Czech Republic
  • fYear
    2014
  • fDate
    14-17 Oct. 2014
  • Firstpage
    1
  • Lastpage
    6
  • Abstract
    Background subtraction is a widely used technique for moving object extraction from video sequences. This technique is a basic component in many surveillance systems. Numerous methods for background subtraction were developed in recent year, and one of them is the Layered RC circuit for background subtraction. This novel method uses a model of RC circuits for background modeling. We have studied this method, and we have developed an improvement of this method using dynamic resistances in the model. This work introduces the reader to background subtraction, discuses related works, describes basic layered LR circuit model, and our improvement to the method. Then, it provides the reader with experiments and a discussion over the results.
  • Keywords
    RC circuits; feature extraction; image sequences; video signal processing; video surveillance; background subtraction; dynamic resistances; layered LR circuit model; layered RC circuit; moving object extraction; video sequences; video surveillance systems; Adaptation models; Heuristic algorithms; Integrated circuit modeling; Mathematical model; Resistance; Resistors; Video sequences; RC circuit; background subtraction; dynamic resistances; moving objects;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Image Processing Theory, Tools and Applications (IPTA), 2014 4th International Conference on
  • Conference_Location
    Paris
  • Print_ISBN
    978-1-4799-6462-8
  • Type

    conf

  • DOI
    10.1109/IPTA.2014.7001993
  • Filename
    7001993