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 :
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