• DocumentCode
    524246
  • Title

    Carving surface modeling of image based on Gaussian RBF

  • Author

    Chaoyun, Chen ; Meijie, Wu ; Yutuo, Chen ; Yi, Yu

  • Author_Institution
    Sch. of Comput. Sci. & Inf. Eng., Central South Univ. of Forestry & Technol., Changsha, China
  • Volume
    2
  • fYear
    2010
  • fDate
    22-24 June 2010
  • Abstract
    Carving surface modeling is directly established using the RBF interpolation algorithm according to the pixels information of the image with clear texture and relatively simple structure. This method segments the image, and analyses and computes the pixel values and their position parameters for the sub-images, and those feature parameters are used for construction of the surface patches based on quadratic linear combinations of Gaussian functions. The modeling is implemented by limited smooth connection of the retrieved Gaussian surface patches with good slickness and positive definiteness. The established surface model can represent the basic structure characteristics of the original objects in the image, and satisfy the requirements of digital carving processing. Relatively low algorithm complex and strong practicability are the features of this method.
  • Keywords
    Gaussian processes; image texture; interpolation; radial basis function networks; Gaussian RBF; Gaussian surface patches; basic structure characteristics; carving surface modeling; feature parameters; image texture; interpolation algorithm; position parameters; quadratic linear combinations; Chaos; Computer science; Computer science education; Educational technology; Forestry; Image reconstruction; Image segmentation; Interpolation; Pixel; Surface reconstruction; RBF; carving surface; image modeling; model optimization;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Education Technology and Computer (ICETC), 2010 2nd International Conference on
  • Conference_Location
    Shanghai
  • Print_ISBN
    978-1-4244-6367-1
  • Type

    conf

  • DOI
    10.1109/ICETC.2010.5529322
  • Filename
    5529322