• DocumentCode
    3614519
  • Title

    Parameter estimation based on Hough transform

  • Author

    J. Turan;P. Filo;P. Farkas;D. Siskovicova

  • Author_Institution
    Dept. of Electron. & Multimedia Telecommun., Univ. of Technol. Kosice, Slovakia
  • Volume
    1
  • fYear
    2003
  • fDate
    6/25/1905 12:00:00 AM
  • Firstpage
    221
  • Abstract
    Although the Hough transform is mainly used in image processing for its robustness to impulsive noise, it can be applied to nonimage data. This technique with the new modification of Hough transform - continuous Kernel Hough transform - has been applied to parameter estimation for linear models. The experimental results confirm the efficiency of the proposed estimation algorithm also its comparison with the known technique of estimation - the least square method.
  • Keywords
    "Parameter estimation","System identification","Least squares methods","Image processing","Kernel","Least squares approximation","Telecommunications","Electronic mail","Noise robustness","Humans"
  • Publisher
    ieee
  • Conference_Titel
    Video/Image Processing and Multimedia Communications, 2003. 4th EURASIP Conference focused on
  • Print_ISBN
    953-184-054-7
  • Type

    conf

  • DOI
    10.1109/VIPMC.2003.1220465
  • Filename
    1220465