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
Link To Document