Digital Image Processing

Machine Learning

Karthik S, Srikanta Murthy K, "Handwritten Kannada Characters Recognition using BRISK descriptors", International Conference on Innovations in Computer Science and Information Technology, 28th & 29th August 2015

Karthik S, Srikanta Murthy K, "Handwritten Kannada Numerals Recognition using Structural Features and Support Vector Machines", International Conference on Innovations in Computer Science and Information Technology, 28th & 29th August 2015.

Karthik S, Srikanta Murthy K, "Handwritten Kannada Numerals recognition using histogram of oriented gradient descriptor and support vector machines", International conference on emerging ICT for bridging future, 12-14 December, 2014

Karthik S, Srikanta Murthy K, "Handwritten Kannada Numerals recognition using SURF descriptors", International Multi Conference on Innovation in Engineering & Technology -2014 ( published by Elsevier) during 21-23 August, 2014

Karthik S, Mamatha H R. and Srikanta Murthy K, "A Statistical and Structural Feature Based Approach for the Recognition of Isolated Handwritten Kannada Characters", submitted to IEEE conference ICHCI'13, presented during 23-24 Aug 2013 at Chennai

Mamatha H R , Karthik S, Srikanta Murthy K, "Classifier Fusion Method to Recognize Handwritten Kannada Numerals", Proceeding of IEEE sponsored 4th International Conference on Electronics Computer Technology, April 6 - 8, 2012, vol 1 pp 640-644.

Mamatha H R , Karthik S, Srikanta Murthy K, "Feature Based Recognition of Handwritten Kannada Numerals - A Comparative Study", IEEE sponsored International Conference on Computing, Communications and Applications, 22 - 24 February, 2012.

Karthik S, Mamatha H.R Srikanta Murthy.K "A DFT Based Algorithmic Approach To Recognize The Handwritten Kannada Numerals", accepted for presentation at the conference on Emerging Trends in Information and Communication technologies., CSI National Conference" to be held at Hyderabad during 14-15 October, 2011

Karthik S, Srikanta Murthy K, "Deep Belief Network based approach to recognize handwritten Kannada characters using distributed average of gradients", Springer Journal on Cluster Computing(2018), https://doi.org/10.1007/s10586-018-2274- 0, 2018

Karthik S, Srikanta Murthy K, "Deep Belief Network based approach to recognize handwritten Kannada characters using Histogram of Oriented Gradients and raw pixel features", International Journal of Applied Engineering Research, Vol.11, No. 5, pp 3553-3557, 2016

Karthik S, Srikanta Murthy K, "Segmentation and Recognition of Handwritten Kannada Text Using Relevance Feedback and Histogram of Oriented Gradients - A Novel Approach", International Journal of Advanced Computer Science and Applications, Vol. 7, No. 1, pp 472-476, 2016

Karthik S, Mamatha H R and Srikanta Murthy K, "An Approach based on Run Length Count for Denoising the Kannada Characters", International Journal of Computer Applications, Volume 50- No.18, pp 42-46, July 2012

Karthik S, Mamatha H R and Srikanta Murthy K, "Kannada Characters Recognition - A Novel Approach Using Image Zoning and Run Length Count", CiiT International Journal of Digital Image Processing, Vol 3, No 16, pp 1059-1062, October 2011