• DocumentCode
    2994748
  • Title

    A Topological Model for Grayscale Image Transformation

  • Author

    Pan, Jinghong ; Yang, Xiaoyuan

  • Author_Institution
    Sch. of Comput. Sci., Fudan Univ., Shanghai, China
  • fYear
    2011
  • fDate
    9-11 Dec. 2011
  • Firstpage
    123
  • Lastpage
    127
  • Abstract
    In this paper, we work on the topological properties such as the connectivity of regions, the boundaries and the adjacency for 2-D grayscale images. We present some original ideas for applying topology methods onto the graylevel image transformation which we call it pansystem topology. We use a Pansystem Parental model to develop an algorithm for grayscale image transformation. We also analyze the procedure of using pansystem clustering model to calculate connected components. The developed model can be well applied to biology image application such as image X-Ray image segmentation and cell counting.
  • Keywords
    X-ray imaging; biology computing; image reconstruction; image segmentation; topology; X-ray image segmentation; biology image application; cell counting; grayscale image transformation; pansystem clustering model; pansystem parental model; pansystem topology; topological model; Algorithm design and analysis; Gray-scale; Image segmentation; Kernel; Topology; Transforms; X-ray imaging; Pansystem; clustering; grayscale image; medical image segmentation; topological properties;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Parallel Architectures, Algorithms and Programming (PAAP), 2011 Fourth International Symposium on
  • Conference_Location
    Tianjin
  • Print_ISBN
    978-1-4577-1808-3
  • Type

    conf

  • DOI
    10.1109/PAAP.2011.63
  • Filename
    6128489