• DocumentCode
    3309946
  • Title

    The Relational Properties among Results of Background Subtraction

  • Author

    Kim, Changgeol ; Cho, Jungik ; Lee, Yillbyung

  • Author_Institution
    Artificial Intell. Lab., Yonsei Univ., Seoul
  • Volume
    3
  • fYear
    2008
  • fDate
    17-20 Feb. 2008
  • Firstpage
    1887
  • Lastpage
    1890
  • Abstract
    Many background subtraction techniques have been proposed to detect changes such as moving objects in videos. In this paper, we classify them into two approaches according to forms of the regions detected as moving object. The first one is using frame difference and the second one is exploiting background model. We show characteristics of the two approaches and the relational properties among their products. Then we also show these properties can be used for estimating another result from one approach and identifying the region should be updated in adaptive background model.
  • Keywords
    adaptive signal processing; image motion analysis; object detection; video signal processing; adaptive background model; background subtraction techniques; frame difference; moving object detection; region identification; relational properties; video signal; Apertures; Artificial intelligence; Background noise; Laboratories; Noise robustness; Object detection; Pixel; Subtraction techniques; Videos; Background Modeling; Background Subtraction; Frame Difference;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Advanced Communication Technology, 2008. ICACT 2008. 10th International Conference on
  • Conference_Location
    Gangwon-Do
  • ISSN
    1738-9445
  • Print_ISBN
    978-89-5519-136-3
  • Type

    conf

  • DOI
    10.1109/ICACT.2008.4494153
  • Filename
    4494153