• DocumentCode
    1742274
  • Title

    Using gradient information to enhance the progressive probabilistic Hough transform

  • Author

    Galambos, C. ; Kittler, J. ; Matas, J.

  • Author_Institution
    Surrey Univ., Guildford, UK
  • Volume
    3
  • fYear
    2000
  • fDate
    2000
  • Firstpage
    560
  • Abstract
    We look at the benefits to be gained in using gradient information to enhance the progressive probabilistic Hough transform (PPHT). It is shown how using the angle information in controlling the voting process and in assigning pixels correctly to a line, PPHT´s performance can be significantly improved. The improved algorithm gives results very close to that of the standard Hough transform, but requires significantly less computation
  • Keywords
    Hough transforms; image processing; angle information; gradient information; progressive probabilistic Hough transform; voting process; Casting; Computational efficiency; Costs; Detectors; Image edge detection; Noise reduction; Process control; Voting;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Pattern Recognition, 2000. Proceedings. 15th International Conference on
  • Conference_Location
    Barcelona
  • ISSN
    1051-4651
  • Print_ISBN
    0-7695-0750-6
  • Type

    conf

  • DOI
    10.1109/ICPR.2000.903607
  • Filename
    903607