DocumentCode :
1856753
Title :
Using Pattern Matching in the 1-D Domain of Chain Code Signals for the Compression of Binary Printed Farsi and Arabic Textual Images
Author :
Shojaei, Esmaeil ; Grailu, Hadi
Author_Institution :
Electr. & Comput. Dept., Islamic Azad Univ., Shahrood, Iran
fYear :
2010
fDate :
2-3 Dec. 2010
Firstpage :
74
Lastpage :
79
Abstract :
Pattern Matching is the most conventional method of binary text image compression that has been only used in the 2-D domain of textual image signals. In this paper a pattern matching technique is proposed in the 1-D domain of chain code description signal of printed binary textual Farsi-Arabic images. In printed Farsi-Arabic scripts, contrary to latin scripts, letters usually attach to each other and produce many different patterns. Hence some patterns are fully or partially subsets of others. Detecting such situations and exploiting them to reduce the number of library prototypes has a great effect on the compression efficiency. The Proposed method, contrary to the existing compression methods, has used this property for increasing the compression ratio. For the template matching part of the proposed method, we may use either the cross correlation or a proposed similarity measure which has lower computation time and better results. Experimental results show that the compression performance of the proposed method is as high as 4.5 times that of the conventional one.
Keywords :
data compression; feature extraction; image coding; image matching; text analysis; 1D domain; Arabic text image; Farsi text image; binary text image compression; chain code signal; library prototype; pattern matching technique; similarity measure; template matching; Correlation; Image coding; Libraries; Pattern matching; Pixel; Prototypes; Spatial resolution; 1D pattern matching; Farsi-Arabic script; chain code; textual image compression;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Advances in Computing, Control and Telecommunication Technologies (ACT), 2010 Second International Conference on
Conference_Location :
Jakarta
Print_ISBN :
978-1-4244-8746-2
Electronic_ISBN :
978-0-7695-4269-0
Type :
conf
DOI :
10.1109/ACT.2010.23
Filename :
5675842
Link To Document :
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