International Journal of Science and Research (IJSR)

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

ISSN: 2319-7064


Downloads: 124

Research Paper | Computer Science & Engineering | India | Volume 5 Issue 2, February 2016


Performance Comparison of Devanagari and Gurmukhi Handwritten Numerals Recognition

Gita Sinha, Rakesh Kumar Roshan


Abstract: In this paper we proposed two different methods for Numeral Recognition are and compared their performance. The objective of this paper is to provide an efficient and reliable method for recognition of handwritten numerals. First method employs Image Centroid Zone feature extraction and recognition algorithm. In this method the features of the image are extracted and these feature set is then compared with the feature set of database image for classification. While second method contains Zone Centroid Zone algorithms for feature extraction and the features are applied to support vector machine [SVM] for recognition of input image. Handwritten Optical Numeral recognition [HONR] is important research area because of its wide applications in many areas like Cheque Reading in Bank, postcode reading, form processing, Post office, Hospitals, signature verification etc.


Keywords: Handwritten Numeral Recognition, Grid Technique, ANN, Feature Extraction, Classification


Edition: Volume 5 Issue 2, February 2016,


Pages: 310 - 316


How to Cite this Article?

Gita Sinha, Rakesh Kumar Roshan, "Performance Comparison of Devanagari and Gurmukhi Handwritten Numerals Recognition", International Journal of Science and Research (IJSR), https://www.ijsr.net/get_abstract.php?paper_id=NOV161019, Volume 5 Issue 2, February 2016, 310 - 316

How to Share this Article?

Enter Your Email Address


Similar Articles with Keyword 'ANN'

Downloads: 156

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

Pages: 338 - 384

Managing Uncertainty in Supply Chain Operating Cost Using Genetic Algorithm

Dr. Niju P. Joseph, Dr. Priyanka Surendran

Share this Article

Downloads: 155

Research Paper, Computer Science & Engineering, India, Volume 6 Issue 8, August 2017

Pages: 868 - 874

Study of Power Management in Adhoc Networks

Anandhi Giri, S. K. Srivatsa

Share this Article

Similar Articles with Keyword 'Feature Extraction'

Downloads: 2

Research Paper, Computer Science & Engineering, India, Volume 10 Issue 6, June 2021

Pages: 863 - 865

Detection of Malicious URLs using Classification Algorithm

Muskan V. Jaiswal, Dr. Anjali B. Raut

Share this Article

Downloads: 5

Research Paper, Computer Science & Engineering, India, Volume 10 Issue 6, June 2021

Pages: 866 - 868

Detecting and Blocking of Malicious URL

Muskan V. Jaiswal, Anjali B. Raut

Share this Article

Similar Articles with Keyword 'Classification'

Downloads: 1

Research Paper, Computer Science & Engineering, India, Volume 10 Issue 7, July 2021

Pages: 421 - 424

Comparative Analysis of AI Techniques in the Prediction of Heart Disease

Irtiqa Dhar

Share this Article

Downloads: 2

Research Paper, Computer Science & Engineering, India, Volume 10 Issue 6, June 2021

Pages: 863 - 865

Detection of Malicious URLs using Classification Algorithm

Muskan V. Jaiswal, Dr. Anjali B. Raut

Share this Article

Similar Articles with Keyword 'Handwritten'

Downloads: 2 | Monthly Hits: ⮙2

Research Paper, Computer Science & Engineering, India, Volume 10 Issue 10, October 2021

Pages: 214 - 218

A Recognition System for Handwritten Digits Using CNN

Ayesha Siddiqa, Chakrapani D S

Share this Article

Downloads: 106

Survey Paper, Computer Science & Engineering, India, Volume 3 Issue 11, November 2014

Pages: 1520 - 1522

Survey of Various Techniques for Signature Recognition and Verification

Sharayu S. Sangekar, D. C. Dhanwani

Share this Article

Similar Articles with Keyword 'Numeral'

Downloads: 114

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

Pages: 181 - 184

Comparative Result on Bangla, Arabic and Gurumukhi Numerals Recognition

Gita Sinha, Ashif Habibi, Dr. Pankaj Kumar Chaudhary

Share this Article

Downloads: 116

Research Paper, Computer Science & Engineering, India, Volume 6 Issue 1, January 2017

Pages: 1536 - 1539

Performance Analysis on Bangla and Arabic Numeral Recognition

Gita Sinha, Md. Ashif Habibi

Share this Article

Similar Articles with Keyword 'Recognition'

Downloads: 108

Survey Paper, Computer Science & Engineering, India, Volume 5 Issue 7, July 2016

Pages: 1375 - 1390

A Survey of Thinning Techniques on Two Dimensional Binary Images

Moumita Sarkar, Santanu Chatterjee

Share this Article

Downloads: 1

Student Project, Computer Science & Engineering, India, Volume 10 Issue 6, June 2021

Pages: 1717 - 1724

Krashi Prabhandak (Agricultural Manager)

Prafful Mundra, A V Pavan Krishna, Swarnalatha P, Venkata Sumanth Kakollu

Share this Article

Similar Articles with Keyword 'Grid'

Downloads: 98

Research Paper, Computer Science & Engineering, India, Volume 4 Issue 6, June 2015

Pages: 1882 - 1888

Grid Based Straight-Line Layout Algorithm for Clustered Biological Networks

Noopur Landge, Manikrao Dhore, Pushkar Jogalekar, Vrushali Inamdar

Share this Article

Downloads: 100

Research Paper, Computer Science & Engineering, India, Volume 4 Issue 6, June 2015

Pages: 1167 - 1170

Secured Location Based Bus Route Locator Application for Android Mobiles

Dayanand G Savakar, Ravi Hosur

Share this Article

Similar Articles with Keyword 'Technique'

Downloads: 108

Survey Paper, Computer Science & Engineering, India, Volume 5 Issue 7, July 2016

Pages: 1375 - 1390

A Survey of Thinning Techniques on Two Dimensional Binary Images

Moumita Sarkar, Santanu Chatterjee

Share this Article

Downloads: 115 | Monthly Hits: ⮙1

Research Paper, Computer Science & Engineering, India, Volume 5 Issue 8, August 2016

Pages: 991 - 995

A Study and Comparative Analysis of Cryptographic Algorithms for Various File Formats

M. Meena, A. Komathi

Share this Article
Top