Paper Information

Journal:   AMIRKABIR   Spring 2003 , Volume 14 , Number 54-A; Page(s) 330 To 340.
 
Paper: 

THE FIRST RESULTS ON RECOGNITION OF HANDWRITTEN MIDDLE PERSIAN TEXTS

 
 
Author(s):  ALI REZAE S., AGHAEINIA H., FAEZ K., AKBARZADEH D.
 
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Abstract: 

In this paper for a first-time, statistical pattern recognition algorithms applied to handwritten middle Persian texts. After noise cancellation and pre-processing, geometrical moments and then zernike and Psudu-zernike moments calculated Zernike and Psudo-zernike moments With different orders have been tested For classification , minimum mean distance, KNN and parzen method and feed forward neural network have been applied Minimum classification error in statistical methods is 2.86% and in neural network is 8.57%.

 
Keyword(s): IMAGE PROCESSING, STATISTICAL PATTERN RECOGNITION, NEURAL NETWORK, CLASSIFICATION, FEATURE EXTRACTION, ZERNIKE, PSUDO-ZERNIKE
 
References: 
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  Persian Abstract Yearly Visit 48
 
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