KARTHIK S GURUMOORTHY Office: E445, CSE Building, University of Florida P.O. Box 116120 Gainesville, FL 32611, USA. EMAIL: ksg@cise.ufl.edu

About me

I am a PhD student in the Department of Computer and Information Science and Engineering at the University of Florida, Gainesville. My advisors are Arunava Banerjee and Anand Rangarajan. I have a baccalaureate degree in Computer Engineering from University of Madras, India and a master's degree in Mathematics from University of Florida.

Research Interests

• Application of Quantum mechanics in solving Classical problems
• Dynamical Systems theory
• Machine Learning and Statistical Learning Theory
• Sparse Representations and Image Compression

Side Interests

• Operations Research and Production problems
• Algorithms

Curriculum Vitae

Publications

• Applied Quantum Mechanics

• Anand Rangarajan and Karthik S Gurumoorthy ,
  A Schrodinger wave equation approach to the eikonal equation: Application to image analysis,
  Energy Minimization Methods in Computer Vision and Pattern Recognition (EMMCVPR), LNCS 5681, pp. 140-153, 2009. [.pdf]
• Karthik S Gurumoorthy and Anand Rangarajan,
  A Schrodinger Equation for the Fast Computation of Approximate Euclidean Distance Functions,
  2nd International Conference on Scale Space and Variational Methods in Computer Vision (SSVM), Springer LNCS 5567, pp. 100-111, 2009. [.pdf]
• Karthik S Gurumoorthy and Anand Rangarajan,
  A fast eikonal equation solver using the Schrodinger wave equation,
  Technical Report, Center for Computer Vision, Graphics and Medical Imaging, CVGMI-09-05, University of Florida, March 2009. (submitted to SIAM Journal on Numerical Analysis) [.pdf]
  

• Image Compression

• Karthik Gurumoorthy , Ajit Rajwade, Arunava Banerjee and Anand Rangarajan,
  Beyond SVD: Sparse Projections Onto Exemplar Orthonormal Bases for Compact Image Representation,
  Proceedings of IEEE International Conference on Pattern Recognition (ICPR), 2008. [.pdf] BEST SCIENTIFIC PAPER AWARD
  
• Karthik Gurumoorthy , Ajit Rajwade, Arunava Banerjee and Anand Rangarajan,
  A Method for Compact Image Representation using Sparse Matrix and Tensor Projections onto Exemplar Orthonormal Bases,
  IEEE Transactions on Image Processing (TIP) (to appear).[.pdf]

• Operations Research

• Karthik S Gurumoorthy, Arunava Banerjee and Anand Paul,
  Dynamics of 2-worker bucket brigade assembly line with blocking and instantaneous walk-back,
  Operations Research Letters, 37(3), pp. 159-162, 2009.[.pdf]

Teaching

• Java Programming (Spring 2009).
• Machine Learning (Spring 2007).
• Operating Systems (Spring 2006, Fall 2006).
• Java programming (Spring 2005).