• DocumentCode
    3342326
  • Title

    A Detection Algorithm for Maneuvering IR Point Target and Its Performance Evaluation

  • Author

    Zhu, Feng-Yun ; Qin, Shi-Yin

  • Author_Institution
    Sch. of Autom. Sci. & Electr. Eng., BeiHang Univ., Beijing
  • fYear
    2006
  • fDate
    Aug. 2006
  • Firstpage
    1
  • Lastpage
    5
  • Abstract
    An algorithm for detecting a maneuvering IR point target in complex background is proposed in this paper. It is based on frame change detection and the reverse phase feature of neighborhood (RPFN) of a maneuvering point target in a first order frame difference image that two positions of the target are near and the gray-values of them are close to in absolute value but with inverse sign. Firstly a proper threshold is selected adaptively for a frame difference image so as to reduce a majority of noises. Secondly some pairs of points with RPFN are searched, based on which corresponding vectors can be found. Thus the IR point target detection is carried out by the distribution tendency in the vectorgraph of point pairs with RPFN. Simulation experimental results demonstrate the feasibility and effectiveness of the algorithm proposed in this paper. Finally, ROC (receiver operating characteristic) curve analysis is used to evaluate the sensitivity of the threshold in the algorithm and the rationality of the selected threshold
  • Keywords
    image processing; infrared imaging; target tracking; IR point target detection; IR point target maneuvering; detection algorithm; first order frame difference image; frame change detection; gray-values; performance evaluation; receiver operating characteristic curve analysis; reverse phase feature of neighborhood; vectorgraph; Change detection algorithms; Detection algorithms; Image coding; Image sequences; Infrared detectors; Object detection; Phase detection; Signal to noise ratio; Trajectory; Weapons;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Mechatronic and Embedded Systems and Applications, Proceedings of the 2nd IEEE/ASME International Conference on
  • Conference_Location
    Beijing
  • Print_ISBN
    0-7803-9721-5
  • Type

    conf

  • DOI
    10.1109/MESA.2006.296928
  • Filename
    4077755