• DocumentCode
    2957287
  • Title

    A system for document binarization

  • Author

    Badekas, E. ; Papamarkos, N.

  • Author_Institution
    Dept. of Electr. & Comput. Eng., Democritus Univ. of Thrace, Xanthi, Greece
  • Volume
    2
  • fYear
    2003
  • fDate
    18-20 Sept. 2003
  • Firstpage
    909
  • Abstract
    This paper presents a system for binarization of digital documents. The system comprises the benefits of a set of other binarization techniques by combining their results. This is necessary for bad illuminated and degraded document where there are many pixels that cannot be easily classified as foreground or background. For this reason, it is necessary to perform the final binarization by exploiting the results of a set of binarization algorithms, especially for the document pixels that have high vagueness. Also, in this paper significant improvements are proposed for two of the methods used, i.e. for the Adaptive Logical Level Technique (ALLT) and the Improvement of Integrated Function Algorithm (IIFA). The entire system is extensively tested with a variety of degraded and bad-illuminated documents.
  • Keywords
    document image processing; fuzzy logic; adaptive logical level technique; bad-illuminated document; binarization algorithm; degraded document; digital document binarization; document pixel; improvement integrated function algorithm; Clustering algorithms; Degradation; Fuzzy logic; Geometry; Gray-scale; Pixel; Testing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Image and Signal Processing and Analysis, 2003. ISPA 2003. Proceedings of the 3rd International Symposium on
  • Print_ISBN
    953-184-061-X
  • Type

    conf

  • DOI
    10.1109/ISPA.2003.1296408
  • Filename
    1296408