• DocumentCode
    2798426
  • Title

    Digital Library Framework for Arabic Manuscripts

  • Author

    Al-Khatib, Wasfi G. ; Shahab, S.A. ; Mahmoud, Sabri A.

  • Author_Institution
    King Fahd Univ. of Pet. & Miner., Dhahran
  • fYear
    2007
  • fDate
    13-16 May 2007
  • Firstpage
    458
  • Lastpage
    465
  • Abstract
    Handwritten Arabic manuscripts have been highly underutilized owing to the fact that, to our knowledge, there is no system or interface in existence, utilizing which user can browse or search the desired information. Given vast content of these manuscripts, it is important to develop indexing systems that support content-based retrieval from historical manuscripts. In this paper, we propose a "Digital library framework for Arabic Manuscripts". A prototype system has been implemented which supports preprocessing of document images. To enhance their quality, feature extraction of the user identified words for similarity matching purposes is carried out. Utilizing relevance feedback from the user, the system indexes the manuscript pages for later efficient retrieval. The prototype system has been tested and encouraging results were achieved.
  • Keywords
    content-based retrieval; digital libraries; document image processing; feature extraction; image matching; image retrieval; indexing; relevance feedback; user interfaces; content-based retrieval; digital library framework; document image preprocessing; feature extraction; handwritten Arabic manuscript; relevance feedback; similarity matching; user identified word; user interface; Books; Content based retrieval; Data mining; Feature extraction; Feedback; Image storage; Indexing; Prototypes; Software libraries; Text recognition;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computer Systems and Applications, 2007. AICCSA '07. IEEE/ACS International Conference on
  • Conference_Location
    Amman
  • Print_ISBN
    1-4244-1030-4
  • Electronic_ISBN
    1-4244-1031-2
  • Type

    conf

  • DOI
    10.1109/AICCSA.2007.370922
  • Filename
    4230997