CFP last date
20 May 2024
Call for Paper
June Edition
IJCA solicits high quality original research papers for the upcoming June edition of the journal. The last date of research paper submission is 20 May 2024

Submit your paper
Know more
The week's pick
Responsive image
Enhancing Privacy Preservation: Multi-Attribute Protection with P-Sensitive K-Anonymity

Twinkle Patel Kiran Amin
Random Articles
Reseach Article

Devanagari Character Recognition: A Short Review

by B. Indira, Muhammad Shuaib Qureshi, Mahaboob Sharief Shaik, Rashad Mahmood Saqib, M V Ramana Murthy
journal cover thumbnail

International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 59 - Number 6
Year of Publication: 2012
Authors: B. Indira, Muhammad Shuaib Qureshi, Mahaboob Sharief Shaik, Rashad Mahmood Saqib, M V Ramana Murthy
10.5120/9553-4011

B. Indira, Muhammad Shuaib Qureshi, Mahaboob Sharief Shaik, Rashad Mahmood Saqib, M V Ramana Murthy . Devanagari Character Recognition: A Short Review. International Journal of Computer Applications. 59, 6 ( December 2012), 23-27. DOI=10.5120/9553-4011

@article{ 10.5120/9553-4011,
author = { B. Indira, Muhammad Shuaib Qureshi, Mahaboob Sharief Shaik, Rashad Mahmood Saqib, M V Ramana Murthy },
title = { Devanagari Character Recognition: A Short Review },
journal = { International Journal of Computer Applications },
issue_date = { December 2012 },
volume = { 59 },
number = { 6 },
month = { December },
year = { 2012 },
issn = { 0975-8887 },
pages = { 23-27 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume59/number6/9553-4011/ },
doi = { 10.5120/9553-4011 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T21:03:28.035149+05:30
%A B. Indira
%A Muhammad Shuaib Qureshi
%A Mahaboob Sharief Shaik
%A Rashad Mahmood Saqib
%A M V Ramana Murthy
%T Devanagari Character Recognition: A Short Review
%J International Journal of Computer Applications
%@ 0975-8887
%V 59
%N 6
%P 23-27
%D 2012
%I Foundation of Computer Science (FCS), NY, USA
Abstract

Optical character recognition is a vital task in the field of pattern recognition. English character recognition has been extensively studied by many researchers but in case of Indian languages which are complicated; the research work is very limited. Devanagari is an indian script used by huge number of indian people. Devanagari forms the basis for several indian languages including Hindi, Sanskrit, Kashmiri, Marathi and so on. This article presents a review of earlier research work related to devanagari character recognition along with some applications of optical character recognition system.

References
  1. Rakesh Bhujade, "Optical character using Artificial neural networks", BLB – International Journal of Science and Technology, pp 143-152, vol. 1, No. 2, 2010.
  2. Divya Sharma "Recognition of Handwritten Devanagari Script using Soft Computing", Thesis submitted to Thapar University, Patiala, June 2009.
  3. www. iitm. ac. in
  4. Sandhya Arora, Debotosh Bhaattacharjee, Mita Nasipuri, L. Malik, M. Kundu and D. K. Basu, "Performance Comparison of SVM and ANN for Handwritten Devanagari Character Recognition", International Journal of ComputerScience Issues, pp 18-26, Vol. 7, Issue 3, No. 6, may 2010.
  5. U. pal and R. B. Chaudhuri, "Indian Script Character Recognition: A Survey", Pattern recognition, pp 1887-99, Vol. 37, 2004.
  6. Manoj Kumar Shukla, Dr. Haider Banka, "An Efficient Segmentation Scheme for the Recognition of Printed Devanagari Script", International Journal of Computer Science and Technology, pp. 529-531, Vol. 2, Issue 4, Oct-Dec, 2011.
  7. Manoj Kumar Shukla, Tushar Patnaik, Shrikant Tiwari, Dr. Sanjay Kumar Singh, "Script Segmentation of Printed Devanagari and Bangla Language Document images OCR", International Journal of Computer Science and Technology, pp. 367-370,Vol. 2, Issue 2, June - 2011.
  8. D. Trier, A. K. Jain, T. Taxt, "Feature Extraction Method for Character Recognition – A Survey", Pattern Recognition, pp. 641-662, Vol. 29, No. 4, 1996.
  9. U. Pal, T. Wakabayashi, F. Kimura, "Comparative Study of Devanagari Handwritten Character Recognition Using Different Features and Classifiers", 10th International. Conference on Document Analysis and Recognition, pp. 1111-1115, 2009
  10. OCR Technical Report for the Project "Development of Robust Document Analysis and Recognition System for Printed Indian Scripts", July 2008.
  11. V. Bansal, R. M. K. Sinha, "On How to describe Shapes of Devanagari and Use them for Recognition", Proc. 5th International Conference Document Analysis and Recognition, pp. 410-413, Sep 20-22, 1999.
  12. Vikas J Dongre, Vijay H Mankar, "A Review of Research on Devanagari Character Recogntion", International Journal of Computer Applications, pp. 8 – 15, Vol. 12, No. 2, Nov 2010.
  13. Raghuraj Singh, C. S. Yadav, Prabhat Verma, Vibhash Yadav, "Optical Character Recognition (OCR) for Printed Devnagari Script using, Artificial Neural Network", International Journal of Computer Science & Communication, pp. 91-95, Vol. 1, No. 1, Jan-June, 2010.
  14. Holambe A N, Thool R C, Shinde U B and Holambe S N, "Brief Review of Research on Devanagari Script", International Journal of Computational Intelligence Technologies, pp. 06 – 09, Vol. 1, Issue 2, 2009.
  15. R J Ramteke and S C Mehrotra "Recogntion of Handwritten Devanagari Numerals", International Journal of Computer Processing of Oriental Languages, March, 2008.
  16. V. Bansal & R M K Sinha, "Partitioning & Searching Dictionary for correction of Optically Read Devanagari Character Strings", Proc. 5th International Conference Document Analysis and Recognition, pp. 53-56, Sep 20-22, 1999.
  17. N. Sharma, U. pal, F. Kimura and S. Pal, "Recognition of Off-line Handwritten Devanagari Characters using Quadratic Classifier", ICVGIP, pp. 805 – 816, 2006.
  18. B. Indira & T. Sudha, "A Pragmatic Approach for Reading Number Plates of Indian Vehicles", International Journal of Neural Networks and Applications, 3(1), Jan – June 2010, pp. 15-18.
  19. www. wikipedia. org/wiki/Devanagari
  20. Mahesh Jangid, "Devanagari Isolated Character Recognition by Using Statistical Features", International Journal of Computer Science and Engg. , pp. 2400 – 2407, Vol. 3, No. 6, June, 2011.
  21. Anil Kumar Holambe, Dr. Ravinder C. Thool, "Comparative Study of Different Classifiers for Devanagari Handwritten Character Recogntion", International Science and Technology, pp. 2681 – 2689, Vol. 2(7), 2010.
  22. S. Arora, D. Bhattacharjee, M. Nasipuri, D. K. Basu, M. Kundu "Application of Statistical features in Handwritten Devanagari Character Recognition", International Journal of Recent Trends in Engg. , pp. 40 – 42, Vol. 2, No. 2, Nov, 2009.
  23. Prerna Singh, Nidhi Tyagi, "Radial Basis function for Handwritten Devanagari Numeral Recognition", International Journal of Advanced Computer Science an Applications, pp. 126 -129, Vol. 2, No. 5, 2011.
  24. B. Indira, M. Shalini, M V Ramana Murthy & Mahaboob Sharief Shaik, "Classification and Recognition of Printed Hindi Characters using Artificial Neural Networks", International Journal of Image, Graphics and Signal Processing, pp. 15-21, June, 2012.
  25. Anil Kumar N. Holambe, Dr. Ravinder C. Thool,Dr. S M Jagade, "Printed and Handwritten Character and Number Recognition of Devanagari Script using Gradient Features", International Journal of Computer Applications, pp. 38 – 41, Vol. 2, No. 9, June 2010.
  26. Fernando Martin and David Borges, "Automatic Car Plate Recognition using a Partial Segmentation Algorithm", Vigo University, Spain, 2000.
  27. V. Bansal, "Integrating Knowledge Sources in Devanagari Text Recognition", Ph. D. Thesis, IIT, Kharagpur, 1999.
Index Terms

Computer Science
Information Sciences

Keywords

Devanagari Optical character recognition Pattern recognition Segmentation

Powered by PhDFocusTM