International Journal of Science and Research (IJSR)

International Journal of Science and Research (IJSR)
Open Access | Fully Refereed | Peer Reviewed

ISSN: 2319-7064


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Research Paper | Computer Science & Engineering | India | Volume 6 Issue 11, November 2017


Comparative Result on Bangla, Arabic and Gurumukhi Numerals Recognition

Gita Sinha, Ashif Habibi, Dr. Pankaj Kumar Chaudhary


Abstract: In this paper we present the recognition accuracy of Bangla, Arabic and Gurumukhi numerals and compare their result using different parameters like gamma and alpha. We describe two feature extraction techniques and two classifier for recognition of offline numerals. We have got more accurate result on these experiments using SVM classifier. Images are divided in 8*8, 16*16, 32*32 according image size feature vector is calculated. Highest recognition on Bangla numerals produces 98.45 %, Arabic 97.21 % and 99.73 % on Gurumukhi numerals.


Keywords: SVM-support vector machine, AN-Arabic numerals, BN-Bangla Numerals and Gurumukhi Numerals, ICZ-image centroid zone, ZCZ- zone centroid zone


Edition: Volume 6 Issue 11, November 2017,


Pages: 181 - 184


How to Cite this Article?

Gita Sinha, Ashif Habibi, Dr. Pankaj Kumar Chaudhary, "Comparative Result on Bangla, Arabic and Gurumukhi Numerals Recognition", International Journal of Science and Research (IJSR), https://www.ijsr.net/get_abstract.php?paper_id=ART20177738, Volume 6 Issue 11, November 2017, 181 - 184

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