• DocumentCode
    615415
  • Title

    A moving target detection algorithm based on dynamic scenes

  • Author

    Huijuan Zhang ; Hanmei Zhang

  • Author_Institution
    Sch. of Software Eng., Tongji Univ., Shanghai, China
  • fYear
    2013
  • fDate
    26-28 April 2013
  • Firstpage
    995
  • Lastpage
    998
  • Abstract
    Due to the impact caused by background, shadow, change of illumination, moving speed and so on, detection of moving target fails easily with its anti-noise performance no well. In accordance with these problems, this paper proposes a novel moving target detection algorithm based on dynamic scenes. By the combination of five-image difference algorithm and background subtraction algorithm, a complete outline of moving target can be obtained after preprocessed by median filtering method. Moreover, through making use of rectangular contour model, the cast shadow of a moving target can be effectively removed. The results show that the algorithm can extract moving target from dynamic scenes more accurately and completely, with real-time guaranteed.
  • Keywords
    image motion analysis; median filters; object detection; background subtraction algorithm; dynamic scene; five-image difference algorithm; median filtering method; moving target detection algorithm; rectangular contour model; Adaptation models; Image segmentation; Niobium; background subtraction; five-image difference; median filtering method; moving target detection; rectangular contour model;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computer Science & Education (ICCSE), 2013 8th International Conference on
  • Conference_Location
    Colombo
  • Print_ISBN
    978-1-4673-4464-7
  • Type

    conf

  • DOI
    10.1109/ICCSE.2013.6554058
  • Filename
    6554058