• DocumentCode
    3225704
  • Title

    Study on Statistics Iterative Thresholding Segmentation Based on Aviation Image

  • Author

    Yang, Guang ; Chen, Kexiong ; Zhou, Maiyu ; Xu, Zhonglin ; Chen, Yongtian

  • Author_Institution
    Aviation Univ. of Air Force, Changchun
  • Volume
    2
  • fYear
    2007
  • fDate
    July 30 2007-Aug. 1 2007
  • Firstpage
    187
  • Lastpage
    188
  • Abstract
    Image segment is one of the most fundamental and difficult problems in image analysis and computer vision. The image thresholding problem is treated as an important issue in image processing, and it can not only reduce the image data, but also lay a good foundation for succedent target recognition and image understanding. Character of global thresholding segmentation and local thresholding was analyzed in image segmentation. A new thresholding statistic iterative arithmetic is presented to overcome the direct worth method in thresholding, aiming at some lighting asymmetry and the abrupt a blemish for, or bigger arithmetic figure in ratio in a variety in gray of background image. Statistics iterative thresholding segmentation, based on image gray histogram and Gauss statistics distributing, obtain the theory expression of statistics iterative method and the best worth thresholding method and steps. Aviation image was thresholding segmentation using statistic iterative arithmetic, histogram technique and adaptive method respectively. Compared three thresholding results, it shows that statistic iterative method greatly improved the anti-noise capability of image segmentation and had the good result to the image of the worth and not easy to segment in full value thresholding method.
  • Keywords
    Gaussian distribution; computer vision; image segmentation; iterative methods; Gauss statistics distribution; aviation image; computer vision; image analysis; image gray histogram; image processing; image segmentation; image thresholding; iterative thresholding segmentation; Arithmetic; Computer vision; Histograms; Image analysis; Image processing; Image segmentation; Iterative methods; Statistical distributions; Statistics; Target recognition; adaptive segmentation.; aviation image; histogram segmentation; segmentation; statistic iterative thresholding;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Software Engineering, Artificial Intelligence, Networking, and Parallel/Distributed Computing, 2007. SNPD 2007. Eighth ACIS International Conference on
  • Conference_Location
    Qingdao
  • Print_ISBN
    978-0-7695-2909-7
  • Type

    conf

  • DOI
    10.1109/SNPD.2007.512
  • Filename
    4287675