• DocumentCode
    2339277
  • Title

    A detection method of infrared image small target based on order morphology transformation and image entropy difference

  • Author

    Chi, Jian-Nan ; Fu, Ping ; Wang, Dong-Shu ; Xu, Xin-He

  • Author_Institution
    Inst. of Artificial Intelligence & Robotics, Northeastern Univ., Sheng Yang, China
  • Volume
    8
  • fYear
    2005
  • fDate
    18-21 Aug. 2005
  • Firstpage
    5111
  • Abstract
    In this paper a novel approach of infrared image small target detection in background of sky and sea is put forward. Firstly, method of line-average-value- subtraction and order morphology filter are used to restrain correlative background and obtain candidate targets; then two different target detection methods are proposed and used to detect targets. One of them is that order morphological edge detection operators constructed are adopted to wipe off noise and false target while edge of target was extracted; another is that using image entropy difference to detect the discontinuity between targets and background. The experimental results show that the techniques presented in this paper are valid.
  • Keywords
    edge detection; feature extraction; infrared imaging; edge detection; feature extraction; image entropy difference; infrared image; order morphology transformation; pre-processing stage; small target detection; edge detection; image entropy difference; order morphology transformation; pre-processing; small target detection;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Machine Learning and Cybernetics, 2005. Proceedings of 2005 International Conference on
  • Conference_Location
    Guangzhou, China
  • Print_ISBN
    0-7803-9091-1
  • Type

    conf

  • DOI
    10.1109/ICMLC.2005.1527844
  • Filename
    1527844