Cart (Loading....) | Create Account
Close category search window

Deductive method for recognition of on-line handwritten Persian/Arabic characters

Sign In

Cookies must be enabled to login.After enabling cookies , please use refresh or reload or ctrl+f5 on the browser for the login options.

Formats Non-Member Member
$31 $13
Learn how you can qualify for the best price for this item!
Become an IEEE Member or Subscribe to
IEEE Xplore for exclusive pricing!
close button

puzzle piece

IEEE membership options for an individual and IEEE Xplore subscriptions for an organization offer the most affordable access to essential journal articles, conference papers, standards, eBooks, and eLearning courses.

Learn more about:

IEEE membership

IEEE Xplore subscriptions

3 Author(s)
Harouni, M. ; Fac. of Comput. & Inf. Syst., Univ. Teknol. Malaysia, Skudai, Malaysia ; Mohamad, D. ; Rasouli, A.

The choice of relevant techniques in preprocessing, segmentation and feature extraction is very efficient and effective in rate of online handwriting recognition system. This paper presents a novel deductive method for detecting critical points of the Persian/Arabic handwritten character system in all their different shapes. The implemented method has increased the performance rate of the online Persian/Arabic handwritten recognition system and has decreased the computational mistake for finding critical points. This method helps us to extract stroke of each online handwritten letter and then divided each stroke into some parts, i.e. tokens. The minimal features set are collected from these tokens and encoding to a classifier. The neural network classifier is designed with a robust weight initialization method. Finally, a database set of the Persian handwritten character samples has been employed to test the system in all their different shapes.

Published in:

Computer and Automation Engineering (ICCAE), 2010 The 2nd International Conference on  (Volume:5 )

Date of Conference:

26-28 Feb. 2010

Need Help?

IEEE Advancing Technology for Humanity About IEEE Xplore | Contact | Help | Terms of Use | Nondiscrimination Policy | Site Map | Privacy & Opting Out of Cookies

A not-for-profit organization, IEEE is the world's largest professional association for the advancement of technology.
© Copyright 2014 IEEE - All rights reserved. Use of this web site signifies your agreement to the terms and conditions.