A Dataset of Online Handwritten Assamese Characters


Udayan Baruah, Shyamanta M. Hazarika, Journal of Information Processing Systems
Vol. 11, No. 3, pp. 325-341, Jun. 2015
10.3745/JIPS.02.0008
Keywords: Assamese, character recognition, Dataset Collection, Data Verification, Online Handwriting, Support Vector Machine
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Abstract

This paper describes the Tezpur University dataset of online handwritten Assamese characters. The online data acquisition process involves the capturing of data as the text is written on a digitizer with an electronic pen. A sensor picks up the pen-tip movements, as well as pen-up/pen-down switching. The dataset contains 8,235 isolated online handwritten Assamese characters. Preliminary results on the classification of online handwritten Assamese characters using the above dataset are presented in this paper. The use of the support vector machine classifier and the classification accuracy for three different feature vectors are explored in our research.


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Cite this article
[APA Style]
Udayan Baruah and Shyamanta M. Hazarika (2015). A Dataset of Online Handwritten Assamese Characters. Journal of Information Processing Systems, 11(3), 325-341. DOI: 10.3745/JIPS.02.0008.

[IEEE Style]
U. Baruah and S. M. Hazarika, "A Dataset of Online Handwritten Assamese Characters," Journal of Information Processing Systems, vol. 11, no. 3, pp. 325-341, 2015. DOI: 10.3745/JIPS.02.0008.

[ACM Style]
Udayan Baruah and Shyamanta M. Hazarika. 2015. A Dataset of Online Handwritten Assamese Characters. Journal of Information Processing Systems, 11, 3, (2015), 325-341. DOI: 10.3745/JIPS.02.0008.