• DocumentCode
    3101136
  • Title

    Comparing background elimination approaches for processing of ancient Thai manuscipts on palm leaves

  • Author

    Chamchong, Rapeeporn ; Fung, Chun Che

  • Author_Institution
    Sch. of Inf. Technol., Murdoch Univ., Murdoch, WA, USA
  • Volume
    6
  • fYear
    2009
  • fDate
    12-15 July 2009
  • Firstpage
    3436
  • Lastpage
    3441
  • Abstract
    The objective of the Preservation of Palm Leaf Manuscripts Project at Mahasarakham University at Thailand is to preserve and retrieve traditional knowledge from ancient manuscripts recorded on palm leaves. An essential task in the process is to recognize the ancient characters automatically through image processing techniques. The paper compares different background elimination approaches which could be used. The aim is to improve the global and local adaptive thresholding techniques intelligently, and to form the pre-processing procedure in the automated process.
  • Keywords
    document image processing; image segmentation; ancient Thai manuscipts; background elimination; global adaptive thresholding; image processing; local adaptive thresholding; palm leaves; Biomedical imaging; Character recognition; Cybernetics; History; Image processing; Image recognition; Image retrieval; Information retrieval; Machine learning; Optical noise; Background Elimination; Binarization; Document Segmentation; Thai ancient manuscripts; Thresholding Technique;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Machine Learning and Cybernetics, 2009 International Conference on
  • Conference_Location
    Baoding
  • Print_ISBN
    978-1-4244-3702-3
  • Electronic_ISBN
    978-1-4244-3703-0
  • Type

    conf

  • DOI
    10.1109/ICMLC.2009.5212718
  • Filename
    5212718