• DocumentCode
    1880951
  • Title

    A real-time target detection algorithm for Infrared Search and track system based on ROI extraction

  • Author

    Wang Weihua ; He Yan ; Li Zhijun ; Chen Zengping

  • Author_Institution
    ATR Lab., Nat. Univ. of Defense Technol., Changsha, China
  • fYear
    2012
  • fDate
    12-15 Aug. 2012
  • Firstpage
    774
  • Lastpage
    778
  • Abstract
    With regard to the difficulties confronted in the target detection of circumferential scan infrared search system, such as large image data quantity, low detection probability of weak target, high false detection rate, et al. a real-time target detection algorithm is proposed based on region of interest (ROI) extraction. Firstly, it extracts the ROI of the suspected targets by quick real-time algorithm in the whole panorama image, based on the high frequency and movement characteristics of the target pixels. And then, focusing on the suspected target sliced images of ROI, it has further delicate detection and recognition to exclude those false jamming. The detection result of the test images shows, the algorithm has realized stable detection with low-rate false alarm for distant dim targets, and has been applied to the engineering sample of the Panorama Infrared Search and Tracking system.
  • Keywords
    infrared imaging; object detection; target tracking; ROI extraction; circumferential scan infrared search system; infrared track system; large image data quantity; low detection probability; panorama image; real-time target detection algorithm; region of interest extraction; Filtering; Image recognition; Object detection; Real-time systems; Target recognition; Target tracking; Trajectory; IRST; ROI extraction; dim target; real-time algorithm; target detection;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signal Processing, Communication and Computing (ICSPCC), 2012 IEEE International Conference on
  • Conference_Location
    Hong Kong
  • Print_ISBN
    978-1-4673-2192-1
  • Type

    conf

  • DOI
    10.1109/ICSPCC.2012.6335598
  • Filename
    6335598