• DocumentCode
    661342
  • Title

    Real-time aerial targets detection algorithm based background subtraction

  • Author

    Mao Zheng ; Zhen-Rong Wu ; Bakhdavlatov, Saidsho ; Jing-Song Qu ; Hong-Yan Li ; Jian-Jian Yuan

  • Author_Institution
    Coll. of Electron. & control Eng., Beijing Univ. of Technol., Beijing, China
  • fYear
    2013
  • fDate
    Oct. 29 2013-Nov. 1 2013
  • Firstpage
    1
  • Lastpage
    6
  • Abstract
    In his paper, we propose a new technique incorporates several innovative mechanisms for aerial target detection. The traditional algorithm has high time complexity, and when the target size changes, it has greater limitations. It is difficult to meet its critical real-time and accuracy requirements in practical application. Based on this, we propose the air target detection algorithm based background subtraction. Complete modeling of the video in the first frame, detect the target in second frame, the location and size of the target is obtained by connecting area detection. From the third frame, we use the size and position of target from last frame to open a window, and track the target in the window. Tracking target in the window, we can eliminate background interference and reduce the time consumption. Compared with the traditional algorithm, the proposed algorithm is experimentally proved real-time well, detecting and tracking efficient highly, and have a highly practical in practice.
  • Keywords
    military computing; object detection; target tracking; video signal processing; area detection; background subtraction; real time aerial targets detection algorithm; target location; target size; target tracking; video modeling; Algorithm design and analysis; Entropy; Image segmentation; Object detection; Real-time systems; Signal processing algorithms; Target tracking; aerial target detection and tracking; background subtraction; connecting area detection; local entropy; window;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signal and Information Processing Association Annual Summit and Conference (APSIPA), 2013 Asia-Pacific
  • Conference_Location
    Kaohsiung
  • Type

    conf

  • DOI
    10.1109/APSIPA.2013.6694203
  • Filename
    6694203