Résumé / Publications/ Projects

Résumé

Publications

Unified Probabilistic framework for simultaneous detection and tracking with application to bioimage sequences
S. Karthikeyan, Diana Delibaltov, Utkarsh Gaur, Mei Jiang, David Williams B.S. Manjunath.
IEEE International Conference on Image Processing ICIP 2012 

Intra-class Multi output Regression based subspace analysis
S. Karthikeyan, Swapna Joshi B.S. Manjunath Scott Grafton
IEEE International Conference on Image Processing ICIP 2012

Perceptual similarity based robust low-complexity video fingerprinting
S. Karthikeyan, Felix Fernandes, Zhan Ma, PoLin Lai, Ankur Saxena
IEEE International Conference on Acoustics, Speech, and Signal Processing ICASSP 2012

Probabilistic subspace based learning of shape dynamics modes for multi-view action recognition (Oral presentation)
S. Karthikeyan, Utkarsh Gaur, B.S. Manjunath and Scott Grafton.
IEEE International Conference on Computer Vision (ICCV) workshop, PERHAPS 2011.

Generalized Subspace based High dimensional Density estimation (Oral Presentation)
S. Karthikeyan
, Mehmet Emre Sargin, Swapna Joshi, B.S. Manjunath, Scott Grafton.
IEEE International Conference on Image Processing ICIP 2011


Anatomical Parts-Based Regression Using Non-Negative Matrix Factorization (pdf)
Swapna Joshi, S. Karthikeyan, B.S. Manjunath, Scott Grafton, and Kent Kiehl
IEEE conference on Computer Vision and Pattern Recognition CVPR 2010

Spatio-Temporal Optical Flow Statistics (STOFS) for Activity Classification (pdf)
Vignesh Jagadeesh, S. Karthikeyan, B.S. Manjunath
ICVGIP 2010

Malware Images : Visualization and Classification
Lakshman Nataraj, S. Karthikeyan, Gregoire Jacob, B.S Manjunath
VIZSEC 2011

Discriminative Basis Selection using Non-negative Matrix Factorization (Oral Presentation) (pdf)
Aruna Jammalamadaka, Swapna Joshi, S. Karthikeyan, B.S. Manjunath
International Conference on Pattern Recognition ICPR 2010

Robust Biological Image Sequences Analysis using Graph based Approaches
Diana Delibaltov, S. Karthikeyan, Vignesh Jagadeesh, B.S. Manjunath
to be submitted to Asilomar Conference on Biological Image Analysis and Microscopy.

Vitality assessment of boar sperm using N Concentric Squares Resized (NCSR) texture descriptor in digital images
E. Alegre, M.T. Garcia-Ordas, V. Gonzalez-Castro, S. Karthikeyan
IBPRIA 2011

PRP based flows for AC characterization for TDL coverage validation
Jinal Shah, Rama Kowsalya, Ish Kumar Dham, S. Karthikeyan, Maitreyi Addala, Subham Banerjee, Rahul Maitra
Texas Instruments India Technical Conference, 2007.

Patents

Robust Low Complexity Video Fingerprinting
Felix Fernandes, S. Karthikeyan, Zhan Ma, PoLin Lai, Ankur Saxena 
Patent pending.

Poster Presentations

The Role of Knowledge and Context in Detection and Tracking in Dynamic Scenes
Carter De Leo, S. Karthikeyan, Christine Tipper, Scott Grafton, B.S. Manjunath
Institute of Collaborative Biotechnologies Conference, 2012.

Multi-scale Brain Image Analysis
S. Karthikeyan, Vignesh Jagadeesh, Swapna Joshi, Aruna Jammalamadaka, B.S. Manjunath
Engineering Insights Conference, UC Santa Barbara, 2011.

Course Projects

ECE 270 - Non-cooperative Game Theory