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A modified back propagation algorithm for assyrian optical character recognition based on moments
Joint Authors
Jalil, Lama Fayiq
Muhammad, Mazhar Muhsin
Source
Engineering and Technology Journal
Issue
Vol. 34, Issue 2B (29 Feb. 2016), pp.255-268, 14 p.
Publisher
Publication Date
2016-02-29
Country of Publication
Iraq
No. of Pages
14
Main Subjects
Information Technology and Computer Science
Arabic language and Literature
Topics
Abstract EN
Character recognition has been very popular and interested area for researches, and it continues to be a challenging and impressive research topic due to its diverse applicable environment.
The optical character recognition has been introduced as a fast and accurate method to convert both existing text images as well as large archives of existing paper documents to editable digital text format.
However, existing optical character recognition algorithms suffer from flawed tradeoffs between accuracy and speed, making them less effective and impractical for large and complex documents.
This paper describes a suggested method for Assyrian optical character recognition using modified back propagation artificial neural network based on moments.
The experimental results show that the proposed method achieves higher recognition accuracy rate in compared with the standard algorithm.
American Psychological Association (APA)
Jalil, Lama Fayiq& Muhammad, Mazhar Muhsin. 2016. A modified back propagation algorithm for assyrian optical character recognition based on moments. Engineering and Technology Journal،Vol. 34, no. 2B, pp.255-268.
https://search.emarefa.net/detail/BIM-689194
Modern Language Association (MLA)
Jalil, Lama Fayiq& Muhammad, Mazhar Muhsin. A modified back propagation algorithm for assyrian optical character recognition based on moments. Engineering and Technology Journal Vol. 34, no. 2B (2016), pp.255-268.
https://search.emarefa.net/detail/BIM-689194
American Medical Association (AMA)
Jalil, Lama Fayiq& Muhammad, Mazhar Muhsin. A modified back propagation algorithm for assyrian optical character recognition based on moments. Engineering and Technology Journal. 2016. Vol. 34, no. 2B, pp.255-268.
https://search.emarefa.net/detail/BIM-689194
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references : p. 267-268
Record ID
BIM-689194