• DocumentCode
    633000
  • Title

    Identification of the global text skew based on the convex hulls

  • Author

    Brodic, Darko ; Milivojevic, Dragan R. ; Tasic, Visa ; Milivojevic, Zoran N.

  • Author_Institution
    Tech. Fac. in Bor, Univ. of Belgrade, Bor, Serbia
  • fYear
    2013
  • fDate
    20-24 May 2013
  • Firstpage
    1009
  • Lastpage
    1014
  • Abstract
    Old printed documents represent the important part of our heritage. For theirs preservation, the digitalization is indispensable. The paper proposes the algorithm for the identification of the global text skew. It is based on the connected components made by the filled convex hulls around each text element. Furthermore, connected components are enlarged by morphological dilatation. Currently, the biggest connected component is extracted. The global orientation of the document is identified by its orientation. Efficiency and correctness of the algorithm is examined by testing on datasets. Obtained results proved the algorithms correctness.
  • Keywords
    document image processing; history; text analysis; algorithm correctness; connected components; convex hulls; digitalization; global orientation; global text skew identification; heritage; morphological dilatation; old printed documents; text element; Algorithm design and analysis; Educational institutions; Estimation; Histograms; Image recognition; Lighting; Optical character recognition software;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information & Communication Technology Electronics & Microelectronics (MIPRO), 2013 36th International Convention on
  • Conference_Location
    Opatija
  • Print_ISBN
    978-953-233-076-2
  • Type

    conf

  • Filename
    6596404