• DocumentCode
    3340456
  • Title

    Contrast Enhancement in Multispectral Images by Emphasizing Text Regions

  • Author

    Lettner, Martin ; Kleber, Florian ; Sablatnig, Robert ; Miklas, Heinz

  • Author_Institution
    Pattern Recognition & Image Process. Group, Vienna Univ. of Technol., Vienna
  • fYear
    2008
  • fDate
    16-19 Sept. 2008
  • Firstpage
    225
  • Lastpage
    232
  • Abstract
    This paper deals with the enhancement of the readability in historic texts written on parchment. Due to mold, air, humidity, water, etc. parchment and text are partially damaged and consequently hard to read. In order to enhance the readability of the text, the manuscript pages are imaged in different spectral bands ranging from 360 to 1000 nm. The readability enhancement is based on a spectral and spatial analysis of the multivariate image data by multivariate spatial correlation. The main advantage of the method is that especially the text regions are enhanced which is provided by generating a mask image. This mask is based on the automatic reconstruction of the ruling scheme of the text pages. The method is tested on two medieval Slavonic manuscripts written on parchment.
  • Keywords
    geophysical signal processing; image enhancement; image reconstruction; text analysis; Slavonic manuscripts; contrast enhancement; manuscript pages; mask image; multispectral images; multivariate image data; multivariate spatial correlation; ruling scheme; spectral-spatial analysis; text regions; Degradation; Humidity; Hyperspectral imaging; Image analysis; Multispectral imaging; Pattern analysis; Pattern recognition; Principal component analysis; Spectral analysis; Text analysis; Multispectral images; Text enhancement;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Document Analysis Systems, 2008. DAS '08. The Eighth IAPR International Workshop on
  • Conference_Location
    Nara
  • Print_ISBN
    978-0-7695-3337-7
  • Type

    conf

  • DOI
    10.1109/DAS.2008.68
  • Filename
    4669965