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Handwritten Kannada Numeral Recognition using Radial Basis Function

by Shivanand Rumma, Vishweshwarayya C. H, Bhuvaneshwari B. D
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International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 98 - Number 8
Year of Publication: 2014
Authors: Shivanand Rumma, Vishweshwarayya C. H, Bhuvaneshwari B. D
10.5120/17204-7417

Shivanand Rumma, Vishweshwarayya C. H, Bhuvaneshwari B. D . Handwritten Kannada Numeral Recognition using Radial Basis Function. International Journal of Computer Applications. 98, 8 ( July 2014), 18-20. DOI=10.5120/17204-7417

@article{ 10.5120/17204-7417,
author = { Shivanand Rumma, Vishweshwarayya C. H, Bhuvaneshwari B. D },
title = { Handwritten Kannada Numeral Recognition using Radial Basis Function },
journal = { International Journal of Computer Applications },
issue_date = { July 2014 },
volume = { 98 },
number = { 8 },
month = { July },
year = { 2014 },
issn = { 0975-8887 },
pages = { 18-20 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume98/number8/17204-7417/ },
doi = { 10.5120/17204-7417 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T22:26:57.763136+05:30
%A Shivanand Rumma
%A Vishweshwarayya C. H
%A Bhuvaneshwari B. D
%T Handwritten Kannada Numeral Recognition using Radial Basis Function
%J International Journal of Computer Applications
%@ 0975-8887
%V 98
%N 8
%P 18-20
%D 2014
%I Foundation of Computer Science (FCS), NY, USA
Abstract

It is great importance of recognizing handwritten numerals using a classifier. This paper applies the technique of Radial Basis Function for handwritten numeral recognition of Kannada script. Much work has been done on Kannada numeral recognition using different techniques for getting the more accuracy of recognition. Since different researchers have different techniques, so here we are trying to form a system where recognition of numerals becomes easy. An algorithm is proposed for determining Kannada numeral recognition using above mentioned system.

References
  1. "Handwritten Character Recognition using Neural Network" ,Sunith Bandaru.
  2. "Handwritten English Character Recognition Using Neural Networks" ,Anita Pal and Dayashanker Singh,vol 1,no 2, July-December 2010.
  3. "Printed Chinese Character Recognition" ,thesis by Yuan Lui.
  4. "Neural Networks" , Simon Haykins.
  5. "Off-line handwritten characters recognition using Radial Basis Function" , J. Ashok and Dr. E. G. Rajan,vol 2,issue 04.
  6. Subashini A and Kodikara N. D, "A novel SIFE based codebook generation for handwritten Tamil character recognition" , 6th IEEE Int. Conf. on Industrial and Information Systems (ICIIS), page(s):261-264, 2011
  7. Akshay Apte and Harshad Gado, "Tamil character recognition using structural features" , 2010.
Index Terms

Computer Science
Information Sciences

Keywords

Radial basis function(RBF) Kannada Numeral Recognition K-means clustering Principal Component Analysis(PCA).

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