Email: psiva@eecs.qmul.ac.uk
Personal Website: http://www.psiva.ca
Short biography
Parthipan Siva received a B.A.Sc. in Systems Design Engineering from the University of Waterloo, Canada, in 2005 and a M.A.Sc. in Systems Design Engineering from the University of Waterloo, Canada, in 2007. He has worked in industry developing real-time video analytics software for surveillance applications. He is currently pursuing his Ph.D. in Computer Science at Queen Mary University of London. His research interests include video analytics and pattern recognition with focus on activity detection and monitoring for surveillance applications.
Supervisors
Research interests
My research interests are primarily in the field of computer vision and pattern recognition with a focus on video analytics. I am particularly interested in action/activity recognition in videos using a weakly supervised approach.
Research topics
Research demos
Grid Seams: A fast superpixel algorithm for real-time applications
Publications
Journal articles
Haider, S., A. Cameron, P. Siva, D. Lui, M. J. Shafiee, A. Boroomand, N. Haider, and A. Wong, "Fluorescence microscopy image noise reduction using a stochastically-connected random field model", Nature Scientific Reports, Submitted. Details
Li, F., L. Xu, P. Siva, A. Wong, and D. A. Clausi, "Hyperspectral Image Classification with Limited Labeled Training Samples Using Enhanced Ensemble Learning and Conditional Random Fields
", IEEE Journal of Selected Topics in Applied Earth observations and Remote Sensing, vol. 8, issue 6, February, 2015. Details
Siva, P., G. W. Brodland, and D. A. Clausi, "Detecting mitoses in time-lapse images of embryonic epithelia using intensity analysis", Annals of Biomedical Engineering, vol. 37, no. 12, pp. 2646-2655, 2009. Details
Siva, P., G. W. Brodland, and D. A. Clausi, "Detection of mitoses in embryonic epithelia using motion field analysis",Computer Methods in Biomechanics and Biomedical Engineering, vol. 12, no. 2, pp. 151-163, 2009. Details
Conference papers
Siva, P., C. Scharfenberger, I. B. Daya, A. Mishra, and A. Wong, "Return Of Grid Seams: A Superpixel Algorithm Using Discontinuous Multi-Functional Energy Seam Carving", IEEE International Conference on Image Processing, September, 2015. Details
Mishra, A., C. Scharfenberger, P. Siva, F. Li, A. Wong, and D. A. Clausi, "DESIRe: Discontinuous Energy Seam Carving for Image Retargeting Via Structural and Textural Energy Functionals", IEEE International Conference on Image Processing (ICIP), September, 2015. Details
Siva, P., and A. Wong, "Grid Seams: A fast superpixel algorithm for real-time applications", Conference on Computer and Robot Vision, 2014. Details
Siva, P., and A. Wong, "URC: Unsupervised clustering of remote sensing imagery", IEEE Geosciences and Remote Sensing Symposium, 2014. Details
Shafiee, M. J., A. Wong, P. Siva, and P. Fieguth, "EFFICIENT BAYESIAN INFERENCE USING FULLY CONNECTED CONDITIONAL RANDOM FIELDS WITH STOCHASTIC CLIQUES", International Conference on Image Processing, IEEE , 2014. Details
Siva, P., G. W. Brodland, and D. A. Clausi, "Automated detection of mitosis in embryonic tissues", 4th Annual Canadian Conference on Computer and Robot Vision, Montreal, Quebec, Canada, pp. 97 - 104, February, 2007. Details
Theses
Siva, P., "Quantifying the Frequency and Orientation of Mitoses in Embyronic Epithelia", Department of Systems Design Engineering, Waterloo, Ontario, Canada, University of Waterloo, 2007. Details
