Research Article

Recognition of Handwritten Marathi Vowels using Zone based Symmetric Density Features

by  C. H. Patil
journal cover
International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 108 - Issue 4
Published: December 2014
Authors: C. H. Patil
10.5120/18896-0187
PDF

C. H. Patil . Recognition of Handwritten Marathi Vowels using Zone based Symmetric Density Features. International Journal of Computer Applications. 108, 4 (December 2014), 1-6. DOI=10.5120/18896-0187

                        @article{ 10.5120/18896-0187,
                        author  = { C. H. Patil },
                        title   = { Recognition of Handwritten Marathi Vowels using Zone based Symmetric Density Features },
                        journal = { International Journal of Computer Applications },
                        year    = { 2014 },
                        volume  = { 108 },
                        number  = { 4 },
                        pages   = { 1-6 },
                        doi     = { 10.5120/18896-0187 },
                        publisher = { Foundation of Computer Science (FCS), NY, USA }
                        }
                        %0 Journal Article
                        %D 2014
                        %A C. H. Patil
                        %T Recognition of Handwritten Marathi Vowels using Zone based Symmetric Density Features%T 
                        %J International Journal of Computer Applications
                        %V 108
                        %N 4
                        %P 1-6
                        %R 10.5120/18896-0187
                        %I Foundation of Computer Science (FCS), NY, USA
Abstract

In this paper, a zone based symmetric density feature is proposed to recognize Handwritten Marathi Vowels. Recognition of handwritten Marathi vowels is a challenging task due to their interclass structural similarities. This paper describes a method for recognition of handwritten Marathi vowels. Since a standard database does not exist for handwritten Marathi vowels, as a part of this work database of 2294 handwritten Marathi vowels was created. Pre-processing techniques are applied to remove noise and there zone based symmetric density features are extracted. According to the fivefold cross validation technique a maximum of 92. 91% recognition rate was achieved. The recognition rates were compared with those achieved by KNN and SVM classifiers.

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Index Terms
Computer Science
Information Sciences
No index terms available.
Keywords

Handwritten Marathi Vowel Recognition OCR Zoning symmetric density Five fold

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