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  1. Renu Dhir
  2. Associate Professor, Department of Computer Science & Engineering
  3. PhD, M. Tech, B.Sc.
  4. Computer science and information systems
  5. Dr. B R Ambedkar National Institute of Technology
  6. dhirr@nitj.ac.in
  7. Download Resume
Bio

Thesis Title: A Bi-lingual Optical Character Recognition System for Gurmukhi and Roman Scripts
Academic Experience: Teaching courses to both UG and PG students.

Work Background
Research Contributions

International Journals

1. Renu Dhir, “Recognition of Bilingual Segmented Characters (Gurmukhi and Roman)”, in the International Review on Computers and Software, ISSN 1828-6003, Vol. 1 No, 2, September 2006.

2. Renu Dhir and Chandan Singh, “Feature Extraction and Classification for Bilingual Script (Gurmukhi and Roman”, in ACTA Press Vol. 1 No. 2, September 2007.

3. Renu Dhir, Amanpreet Kaur and Geeta Sikka “A new Image Steganography Based On First Component Alteration Technique”, in the International Journal of Computer Science and Information Security, ISSN: 1947-5500 Vol. 6 ,No. 3, 2009.

4. Renu Dhir and Rekha Baghel, “A Frequent Concept Based Document Clustering Algorithm”, in the International Journal of Computer Applications, ISSN: 0975-8887 Vol. 4, No. 5, 2010.

5. Saiprakash Palakollu, Renu Dhir and Rajneesh Rani, ”Segmentation of Devanagari Script”, in the International Journal of Computer Science and Information Technologies, Vol. 2 (3), pp.-1244-1247,2011

6. Mahesh Jangid, Renu Dhir and Rajneesh Rani,” Novel Approach: Recognition of Devanagari Handwritten Numerals “, in the International Journal of Electrical, Electronics and Computer Science, ISSN: 2221-7258 Vol. 1, Issue 2, pp. 41-46, April 2011.

7. Mahesh Jangid, Renu Dhir, Rajneesh Rani and Kartar Singh, “Performance comparison of Devanagari Numerals Recognition” in the International Journal of Computer Applications, ISSN 0975-8887 Vol. 22- No. 1, pp. 1-6, May 2011.

8. Kartar Singh Siddharth, Renu Dhir and Rajneesh Rani, “Handwritten Gurumukhi Character Recognition Using Zoning and Background Directional Distribution Features“, in the International Journal of Computer Science and Information Technologies, ISSN 0975-9646 Vol. 2, Issue 3, pp. 1036-1041, May-June 2011.

9. Ramesh Tiwari and Renu Dhir “Analysing Image Filtrations by Enhanced Fuzzy Logic with Multi Quality Inputs” in the International Journal of Computer Applications, ISSN 0975-8887 Vol. 22(5) pp. 12–17, May 2011

10. Ramesh Tiwari and Renu Dhir; “Comparing Enhanced Fuzzy Logic Image Filtration with Mean and Median Filtered Images” in the International Journal of Electrical, Electronics and Computer Systems, ISSN: 2221-7258 Vol. 2 Issue: 1 pp. 22-27, May 2011

11. Kartar Singh Siddharth, Renu Dhir and Rajneesh Rani, “Comparative Recognition of Handwritten Gurmukhi Numerals Using Different Feature Sets and Classifiers “, in the International Journal of Computer Applications (ISSN. 0975-8887), March 2012.

12. Kawal Jeet Kaur and Renu dhir, “Bayesian and Fuzzy Approach to Access and Predict the Maintainability of Software: A Comparative Study”, ISRN Software Engineering, Vol. 2012(2012), doi:10.5402/2012/202980.

13. Kawal Jeet, Renu dhir and Harsh Verma, “A Comparative study of Bayesian and Fuzzy Approach to Access or Predict the Maintainability of Software using Activity-Based Quality Model”, ACM SIGSOFT Software Engineering Notes. May 2012.

14. Harpreet Singh and Renu Dhir, “An Effective Method for Association Rule Mining based on Transactional Matrix”, IJCA February 2012 Digital Library URI: http://www.ijcaonline.org/archives/volume39/number9/4847-7118, ISBN: 978-93-80866-32-6

15. Saiprakash Palakollu, Renu Dhir and Rajneesh Rani,” Segmentation of Handwritten Devanagari Script” in the IJCSNS International Journal on Computer Science and Network Security -2010

16. Anita Rani, Renu Dhir and Rajneesh Rani,” Combination of Different Feature Sets and SVM Classifier for Handwritten Gurumukhi Numeral Recognition” in the International Journal of Computer Applications (0975-888), Vol.47-No. 18, June 2012.

17. Suresh Kumar, Renu Dhir,” Real Time Based QoS Analysis in MANET” in the International Journal of Advanced Research in Computer Science and Software Engineering (ISSN. 2277 128X), March 2012 (0975-888), Vol.2-Issue 5, May 2012, Pp190-194.

18. Suresh Kumar, Renu Dhir,” Performance Comparison in MANET over Voice and HTTP” in the International Journal of Advanced Research in Computer Science and Software Engineering (ISSN. 2277 128X), March 2012 (0975-888), Vol.2-Issue 5, May 2012, Pp190-194.

19. Suyakant and Renu Dhir,” Novel Adaptive Neuro-Fuzzy based Edge Detection Technique” in the International Journal of Computer Applications (0975-888), Vol.49-No. 4, July 2012 Pp 23-27.

20. Suyakant and Renu Dhir,” Novel Using Adaptive Neuro-Fuzzy Inference System” in the International Journal of Advanced Research in Computer Science and Software Engineering (ISSN. 2277 128X), Vol.2-Issue 5, May 2012, Pp 456-460.

21. Gita Sinha, Anita Rani, Renu Dhir and Rajneesh Rani,” Zone Based Feature Extraction Techniques and SVM for Handwritten Gurmukhi Character Recognitiopn” in the International Journal of Advanced Research in Computer Science and Software Engineering (ISSN. 2277 128X), Vol.2-Issue 6, June 2012, Pp 106-111.

22. Gita Sinha, Renu Dhir and Rajneesh Rani,” Handwritten Gurmukhi Character Recognition Using K-NN and SVM Classifier” in the International Journal of Advanced Research in Computer Science and Software Engineering (ISSN. 2277 128X), Vol.2-Issue 6, June 2012, Pp 288-293.

23. Gita Sinha, Renu Dhir and Rajneesh Rani,” Handwritten Devanagari Numerals Recognition Using Zonal Based Feature Extraction Method and SVM Classifier” in the International Journal of Advanced Research in Computer Science and Software Engineering (ISSN. 2277 128X), Vol.2-Issue 6, June 2012, Pp 122-127.

24. Gita Sinha, Renu Dhir and Rajneesh Rani,” Handwritten Gurmukhi Numerals Recognition Using Zone Based Hybrid Feature Extraction Techniques” in the International Journal of Computer Applications (0975-888), Vol.47-No. 21, June 2012 Pp 24-29.

25. Rajani Mishra and Renu Dhir , “ Design of Network Forensic System Based on Honeynet” in the International Journal of Innovations in Engineering and Technology, ISSN (2319-1058), Vol.1-Issue No.3, October 2012 Pp 17-22.

26. Bhavneet Singh and Renu Dhir “Performance Evaluation of MANET Routing Protocols with Scalability, Real Time Data and its effects on Qos”, Journal of Computing Technologies, Volume 2, Issue 6, June 2013, ISSN: 2278-3814, pp. 44-51.

27. Bhavneet Singh and Renu Dhir “Performance Analysis of MANET Routing Protocols AODV, OLSR and TORA under the different Traffics (CBR and VBR)”, International Journal of Advance and Innovative Research, Volume 2, Issue 6, June 2013, ISSN: 2278-7844, pp. 479-484.

28. Jyoti Snehi, Renu Dhir, “ Web Client and Web Server approaches to Prevent XSS Attacks” in the Journal of INTERNATIONAL JOURNAL OF COMPUTERS & TECHNOLOGY Volume 4 Issue 2 Pages 345-352.

29. Manish Snehi, Jyoti Snehi, Renu Dhir , “Issues and Emerging Trends in Identity Management “ in the Journal of International Journal of Computers & Technology
Volume 3 Issue 2 Pages 294-297.