• DocumentCode
    3597639
  • Title

    The research on DMSP nighttime cloud image segmentation

  • Author

    Liu, Kai ; Kou, Zheng

  • Author_Institution
    Meteorol. Inst., PLA Univ. of Sci. & Technol., Nanjing, China
  • Volume
    3
  • fYear
    2011
  • Firstpage
    143
  • Lastpage
    145
  • Abstract
    In this paper we employ the Integrated Active Contour (IAC) model of vector-value image segmentation and C-V model based on PDE in the segmentation of two channels DMSP nighttime satellite cloud images. The results of segmentation show that the IAC model can integrate the information of each channel throughout the segmentation and can be employed in the image with uneven background and output a uniform segmentation result. The IAC model is fitted for multi-spectral satellite image segmentation without much prior information.
  • Keywords
    geophysical image processing; image segmentation; DMSP nighttime cloud image segmentation; IAC; PDE; integrated active contour; satellite cloud images; Active contours; Capacitance-voltage characteristics; Clouds; Equations; Image segmentation; Mathematical model; Satellites; C-V model; DMSP; IAC model; PDE; image segmentation; vector image;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computer Research and Development (ICCRD), 2011 3rd International Conference on
  • Print_ISBN
    978-1-61284-839-6
  • Type

    conf

  • DOI
    10.1109/ICCRD.2011.5764265
  • Filename
    5764265