• DocumentCode
    3065656
  • Title

    The Compact Three Stages Method of the Signature Recognition

  • Author

    Porwik, Piotr

  • Author_Institution
    Univ. of Silesia, Sosnowiec
  • fYear
    2007
  • fDate
    28-30 June 2007
  • Firstpage
    282
  • Lastpage
    287
  • Abstract
    In this paper the off-line type signature analysis have been considered. Signature image by means of three different approaches is analysed, what allows to define features (weights) of the signature. Different influences of such features were tested and stated. In this paper, personal signature is pre-processed and in the three stages signature is processed. In proposed approach the Hough transform is introduced, centre of signature gravity is determined, and the horizontal and vertical signature histograms are performed. Proposed approach gives good signature recognition level, hence described method can be used in many areas, for example in biometric authentication, as biometric computer protection or as method of the analysis of person´s behaviour changes.
  • Keywords
    Hough transforms; handwriting recognition; Hough transform; biometric authentication; biometric computer protection; off-line type signature analysis; signature image; signature recognition; Biometrics; Gravity; Histograms; Image analysis; Image databases; Pattern analysis; Performance analysis; Pixel; Protection; Shape; Hough transform; Signature recognition; centre of gravity; histograms; person´s identification.; pre-processing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computer Information Systems and Industrial Management Applications, 2007. CISIM '07. 6th International Conference on
  • Conference_Location
    Minneapolis, MN
  • Print_ISBN
    0-7695-2894-5
  • Type

    conf

  • DOI
    10.1109/CISIM.2007.65
  • Filename
    4273535