Research Publications 

Paper Published in Referred & Indexed International Journals

1. Spatial Features for Handwritten Kannada and English Character Recognition System”, Special Issue on RTIPPR-10, International Journal of Computer Applications, pp.146-150, Foundation of Computer Science, USA Publisher, 2010. (UGC Approved Journal No. 44570).                ISSN: 0975-8887.

2. Kannada and English Numeral Recognition System", International Journal of Computer Applications Vol.26, No.9, pp.17-22, Foundation of Computer Science, USA Publisher, 2011.(UGC Approved Journal No. 44570). ISSN: 0975-8887.

3. Mixture of printed Kannada numerals and vowels recognition system”, World Journal of Science and Technology, No.1 (8), pp.109-114, Khajure Research Foundation and Development Society Publisher, 2011.

4. A Script Independent Approach for Bilingual Kannada and Telugu Digits Recognition”, International Journal of Machine Intelligence, Vol.3, Issue-3, pp.155-159, Bioinfo publications, ISSN: 0975-2927(Print), 0975-9166 (online), 2011.

5. A Recognition System for Handwritten and Printed Kannada numerals and vowels”, International Journal of Machine Intelligence, Vol.3, Issue-4, pp.259-262, ISSN: 0975-2927(Print), 0975-9166 (online), Bioinfo publications, 2011.

6.  A recognition system for handwritten Kannada and English characters, International Journal of Computational Vision and Robotics, ISSN:(Online:1752-914X,Print:1752-9131),(2011), 2(4), 290-301, DOI: 10.1504/IJCVR.2011.045264. (Scopus).

7. A zone based character recognition engine for Kannada and English scripts, Journal of Procedia Engineering, ISSN:1877-7058,(2012),38,3292-329 DOI:https://doi.org/10.1016/j.proeng.2012.06.381. (Scopus)

8. Image Retrieval Using RGB Color Space”, International Journal of Engineering. Research & Industrial Applications, Vol.5, No.4, pp.147-152, Ascent Publication House, 2012

9. Classification of Document Image components”, International Journal of Engineering Research and Technology (IJERT), Vol.2, Issue-10, pp.1429-1439, October 2013, ISSN:2278 – 0181.

10. Color Image Segmentation and Recognition based on Shape and Color Features”, International Journal of Computer Science Engineering (IJCSE), Vol.3 No.01, pp.51-56, Jan-2014, ISSN: 2319-7323 (DBLP Indexing).

11. Script Independent Writer Identification Based on Directional Strokes”, International Journal of Computer Technology and Applications, Vol.5 (5), pp.1812-1821, October 2014, ISSN:22296093, (Scopus Database, UGC Approved No. 43388).

12. Isolated Handwritten Kannada Consonants Recognition using Discrete Curvelet Transform”, International Journal of Computer Applications, pp. 18-22, Vol.106, No.5, November-2014, (UGC Approved Journal No. 44570). ISSN: 0975-8887.

13. Identification of Institutional Logo based on Wavelet Features”, International Journal of Computer Applications, pp. 9 – 13, Vol.107, No.15, December-2014, (UGC Approved Journal No. 44570). ISSN: 0975-8887.

14. Colour Based Information Retrieval", International Journal of Advanced Computer Engineering and Architecture, Vol.1, No.1, pp.63 – 71, Mind Reader Publications, 2011.

15. Handwritten Kannada Vowels and English Character Recognition System”, International Journal of Image Processing and Vision Sciences, Vol.1 Issue No.1, pp.12-17 Published by IPM Pvt.Ltd, 2012.

16. Writer Identification By Texture Analysis Based on Kannada Handwriting”, International Journal of Communication Network Security”, Vol.1, Issue-4, pp.80-85, ISSN: 2231 – 1882, Published by IPM Pvt.Ltd, 2012.

17. Image Recognition using Shape Descriptor: Eccentricity and Color”, International Journal of Management and Research”,Vol.3, Issue-1, pp.210-216, ISSN: 2348-5922, year 2014.

18. Script identification of camera based bilingual document images using SFTA features, International Journal of Technology and Human Interaction, ISSN: (online: 1548-3916, Print :1548-3908), (2019), 15(4), 1-12, DOI : 10.4018/IJTHI.2019100101. (Impact factor : 0.7 and Cite Score : 1.4) [Scopus and Web of Science].

19. Energy-based features for Kannada handwritten digit recognition, International Journal of Computational Vision and Robotics, ISSN: (online : 1752-914X, Print: 1752-9131), (2020), 10(2), 156-166, DOI: 10.1504/IJCVR.2020.105684. (Impact Factor : 0.5 and Cite Score: 0.8). [Scopus].

20. Hybrid Method for Elimination of Uneven Illumination from Camera-based Document Images, International Journal of Innovative Technology and Exploring Engineering, ISSN: 2278-3075, (2020), 9(3), 3566-3570DOI :http://www.ijitee.org/wp-content/uploads/papers/v9i3/B7517129219. (Impact Factor / Cite Score: 0.8).

21.  Camera-based tri-lingual script identification at word level using a combination of SFTA and LBP features, International Journal of Advanced Science and Technology, ISSN: (online: 2207-6360, Print: 2005-4238),(2020),29(3),6609-6617,DOI: http://sersc.org/journals/index.php/IJAST/article/view/7251 (Impact Factor: 0.41 / Cite Score: 0.2).

22. Camera-based Bi-lingual script identification at word level using SFTA features, International Journal of Recent Technology and Engineering, ISSN:2277-3878, (2019), 8(2), 2988-2994, DOI : https://www.ijrte.org/wp-content/uploads/papers/v8i2/B2713078219. 

23. Script Identification at Line-level using SFTA and LBP Features from Bi-lingual and Tri-lingual documents Captured from the Camera,  International Journal of Control and Automation, ISSN: 2005-4297, (2020), 13(4), 975-980, DOI: http://sersc.org/journals/index.php/IJCA/article/view/18898.(Impact Factor: 0.20 / Cite Score: 0.2).

24. Separation of Printed and Non-Printed sections using Modified Global Threshold approach from Medical Prescription Document Image, International Journal of Advanced Science and Technology, ISSN : (online: 2207-6360, Print: 2005-4238), (2020), 29(6), 8025-8031, DOI:http://sersc.org/journals/index.php/IJAST/article/view/25190.

Full Research Paper Published in Peer Reviewed Proceedings (International)

1. Spatial Features for Multi-Font/Multi-Size Kannada Numerals Recognition”, International Conference on Communication, Computation, Control and Nano Technology (ICN), Bhalki, Bidar, Karnataka, pp.no.731-734, Excel India Publisher, 2010.

2. Zone Based Features for Handwritten and Printed Mixed Kannada Digits Recognition", by IJCA Journal in 2011, No.2, Article-1,Year of Publication- 2011, pp 5-8. (International Conference on VLSI, Communication and Instrumentation (ICVCI), held at Kottayam, Kerala, 2011), ISSN: 0975 - 8887.

3. Handwritten Kannada Vowels and English Character Recognition System”, International conference on computer science and information system (CSIT), Bangalore, July 24th – 25th, pp.no. 47-52, Excel India Publisher, 2011.

4. Writer Identification by Texture Analysis Based on Kannada Handwriting”, International Conference on Recent Development in Engineering and Technology, 5th August, Mysore, pp.no.26-31, Privilege Publishing, India, 2012.

5. Color Histogram Approach for Analysis of Psoriasis Skin Disease”, Proceedings of International Conferences on Multimedia Processing, Communication & Information Technology (MPCIT-2013), published by ACEEE, pp.77-84, December 2013.

6. Image Recognition using Texture and Color”, International Journal of Computer Applications proceedings of Recent Advances in Information Technology, pp.33-35, 2014.

7. Script Identification using Discrete Curvelet Transforms”, International Journal of Computer Applications proceedings of Recent Advances in Information Technology, pp.16-20, 2014.

8. Kannada Handwritten Vowels Recognition based on Normalized Chain Code and Wavelet Filters”, International Journal of Computer Applications proceedings of Recent Advances in Information Technology, pp.21-24, 2014.

9. Script identification from camera based Tri-Lingual document”, 2017 Third International Conference on Sensing, Signal Processing and Security (ICSSS), PP.214-217, IEEE Publisher, ISSN: 978-1-5090-4929-5, 2017. [Scopus Indexed].

10. Pragmatic Analysis on Pixel Density and Wavelet Energy Features for Kannada Handwritten Digit Recognition, International Conference on Emerging Information and Communication Technology Solutions for Digital Transformation, held on 8th to 9th March 2018, organized by Symbiosis Institute of Computer Studies and Research, Symbiosis International Deemed university, Pune, Maharashtra, India. ISBN: 978-81-928678-5-4. Publisher is Neha Creation Pvt. Ltd.

11. Segmentation and Text Extraction from Document Images: Survey, “IEEE I-Pact 2019, DOI: 10.1109/i-PACT44901.2019.8960097, organized by VIT, Vellore, Tamil Nadu.

Full Research Paper Published in Peer Reviewed Proceedings (National)

1. On-Line and Off-Line Handwritten Indic Script Character Recognition: A Survey”, National Seminar on Recent Treends in Image Processing and Pattern Recognition (RTIPPR), held at Bidar, Karnataka, India, pp 31-36, ISBN: 978-93-80043-74-6, Excel India Publisher, 2010.

2. Handwritten Kannada Numerals and Vowels Recognition Based on Spatial Features”, National Seminar on Recent Trends in Image Processing and Pattern Recognition (RTIPPR), held at Bidar, Karnataka, India, pp 139-142, 978-93-80043-74-6, Excel India Publisher, 2010.

3. Color Image Segmentation using L*a*b Space and K-means Algorithm”, National Conference Conference on Advances in Computing(NCAC-13), ISBN: 978-81-910591-7-5, Pritam Publications, held at North Maharashtra University, Jalgaon, India, 2013.

Full Research Paper Published in Peer Reviewed Proceedings (State)

1. Handwritten Kannada Numerals Recognition Based on Discrete Wavelet Transform,” State level conference of Karnataka Science Congress, organized by Horticultural University Bagalkot, September 15- 17, 2013.

Research Paper published in Peer Reviewed Book Chapters

1. South Indian Handwritten Script Identification at Block Level from Trilingual Script Document Based on Gabor Features”, Multimedia Processing, Communication and Computing Applications Book series, Lecture Notes in Electrical Engineering, Vol.213, Springer Publication, 2013. [Scopus Indexed].

2.  Word Retrieval from Kannada Document Images Using HOG and Morphological Features, Communications in Computer and Information Science book series (CCIS), volume 709, pp.71-79, Springer Publication, 2017. [Scopus Indexed].

Research Papers Presented in  International Conferences

1. Spatial Features for Multi-Font/Multi-Size Kannada Numerals Recognition,   International Conference on Communication, Computation, Control and Nano Technology (ICN-2010), held at Rural Engineering College, Bhalki, Bidar,  Karnataka, India, 2010.

2. Zone Based Features for Handwritten and Printed Mixed Kannada Digits Recognition, International Conference on VLSI, Communication and Instrumentation (ICVCI_2011), held at Saintgits College of Engineering, Kottayam, Kerala, India, 2011.

3. Handwritten Kannada Vowels and English Character Recognition System, International Conference on Computer Science and Information System (CSIT-2011), held at Dayananada Sagar College of Engineering, Bangalore, Karnataka, India, 2011.

4. A Recognition System for Handwritten and Printed Kannada numerals and vowels, International Conferences on Cognition and Recognition (ICCR-2011), held at Mysore University, Mysore, Karnataka, India, 2011.

5. A Zone Based Character Recognition Engine for Kannada and English Scripts, International Conference on Modeling Optimization and Computing (ICMOC-2012), held at Noorul Islam University, Kumaracoil, Tamil Nadu, India, 2012.

6. South Indian Handwritten Script Identification at Block Level from Trilingual Script Document Based on Gabor Features, International Conference on Multimedia Processing, Communication and Computing Applications (ICMCCA-2012), held at PES Institute of Technology, Bangalore, Karnataka, India, 2012.

7. Handwritten Kannada Digit Recognition Based on Discrete Wavelet Transform Filters, International Conference on Convergence of Science, Engineering & Management in Education and Research – A Global Persective, II Edition, heled at Dayananda Sagar Institutions Bangalore. Karnataka, India 2013.

8. Energy Based Features for Kannada Handwritten Digit Recognition, International Conference on Computer Communication and Informatics           (ICCCI -2018), held on 04th  to 06th January-2018, organized by Shri Shakthi Institute of Engineering and Technology, Coimbatore, Tamil Nadu.

9. Pragmatic Analysis on Pixel Density and Wavelet Energy Features for Kannada Handwritten Digit Recognition, International Conference on Emerging Information and Communication Technology Solutions for Digital Transformation, held on 8th to 9th March 2018, organized by Symbiosis Institute of Computer Studies and Research, Symbiosis International Deemed university, Pune, Maharashtra, India.  

10. Script Identification of Camera Based Bilingual Document Images Using SFTA Features, International Conference on Emerging Information and Communication Technology Solutions for Digital Transformation, held on 8th to 9th March 2018, organized by Symbiosis Institute of Computer Studies and Research, Symbiosis International Deemed university, Pune, Maharashtra, India. 

11. Segmentation and Text extraction from Document Images: Survey, 2nd IEEE International Conference on Innovations in Power and Advanced Computing Technologies (i-PACT) held on 22nd to 23 rd March 2019, organized by Vellore Institute of Technology, Vellore, Tamil Nadu. 

Research Papers Presented in National and State level Conferences

1. Handwritten Kannada Numerals and Vowels Recognition Based on Spatial Features, National Seminar on Recent Trends in Image Processing and Pattern Recognition (RTIPPR-2010), held at Karnataka Arts, Science & Commerce College Bidar, Karnataka, India, 2010.

2. A Script Independent Approach for Bilingual Kannada and Telugu Digits Recognition, National workshop on Digital Image processing and Patter recognition, held at Government College (An Autonomous College) Manday, Karnataka, India, 2011. 

3. Recognition of Handwritten Kannada Digits Based on Pixel Density and Wavelet Energy Features, National Conference on Recent Trends in Image Processing and Pattern Recognition at Karnatak Arts, Science and Commerce College, Bidar, Karnataka, India, 2016.

4. Handwritten Kannada Numerals Recognition Based on Discrete Wavelet Transform, Karnataka Science Congress, held at Horticultural University, Bagalkot, Karnataka, India, 2013.[Paper written and Presented in Kannada Only, due to it is Kannada conference for Science and Engineering Disciplines].