• DocumentCode
    3485499
  • Title

    Integrating Copies Obtained from Old and New Preservation Efforts

  • Author

    Zarai, Yoram ; Lavee, Tamar ; Dershowitz, Nachum ; Wolf, Lars

  • Author_Institution
    Sch. of Electr. Eng., Tel Aviv Univ., Tel Aviv, Israel
  • fYear
    2013
  • fDate
    25-28 Aug. 2013
  • Firstpage
    47
  • Lastpage
    51
  • Abstract
    The Dead Sea Scrolls were discovered in the Qumran area and elsewhere in the Judean desert beginning in 1947 and were photographed in infrared in the 1950s. Recently, the Israel Antiquities Authority embarked on an ambitious project to digitize all the fragments using multi-spectral cameras. We describe a method that utilizes information from both of these image sets: the highly detailed multispectral images and the older infrared images, which preserve the state of the fragments as it was shortly after discovery. We use a two-step registration procedure to align the image sets. First, a coarse global transformation is applied to the whole image of the new set, producing a rough alignment, followed by a fine, local wrapping based on interest point matching. The aligned images can be used to improve image binarization and to identify and repair fragments that have degraded further over the years. Additionally, the fine alignment parameters can be used for coarse attribute classification, such as the period when written.
  • Keywords
    document image processing; history; image classification; image matching; image registration; probability; Dead Sea Scrolls; Israel Antiquities Authority; Judean desert; Qumran area; coarse attribute classification; image binarization; image fragment repair; infrared images; interest point matching; multispectral cameras; multispectral image information; preservation efforts; rough alignment; Correlation; Decision support systems; Educational institutions; Image edge detection; Image registration; Indexes; Text analysis;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Document Analysis and Recognition (ICDAR), 2013 12th International Conference on
  • Conference_Location
    Washington, DC
  • ISSN
    1520-5363
  • Type

    conf

  • DOI
    10.1109/ICDAR.2013.18
  • Filename
    6628583