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.
Email: psiva@eecs.qmul.ac.uk
Personal Website: http://www.psiva.ca
Evolutionary Deep Intelligence
Video Analysis
Shafiee M.J., Siva P., Fieguth P., and Wong A, "Real-Time Embedded Motion Detection via Neural Response Mixture Modeling", Journal of Signal Processing Systems, vol. 90, pp. 931-946, 2018. Get it here. Shafiee M.J., Siva P., Scharfenberger C., Fieguth P., and Wong A, "NeRD: A Neural Response Divergence Approach to Visual Saliency Detection", IEEE Signal Processing Letters, vol. 23, pp. 1404-1408, 2016. Get it here. Haider S.A., Cameron A., Siva P., Lui D., Shafiee M.J., Boroomand A., Haider N., and Wong A, "Fluorescence microscopy image noise reduction using a stochastically-connected random field model", Scientific Reports, vol. 6, 2016. Get it here. Shafiee M.J., Siva P., and Wong A, "StochasticNet: Forming Deep Neural Networks via Stochastic Connectivity", IEEE Access, vol. 4, pp. 1915-1924, 2016. Get it here. Li F., Xu L., Siva P., Wong A., and Clausi D.A, "Hyperspectral Image Classification with Limited Labeled Training Samples Using Enhanced Ensemble Learning and Conditional Random", IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 8, pp. 2427-2438, 2015. Get it here. Wong A., Shafiee M.J., Siva P., and Wang X.Y, "A deep-structured fully connected random field model for structured inference", IEEE Access, vol. 3, pp. 469-477, 2015. Get it here. Siva P., Wong A., Hewston P., Ioannidis G., Adachi J., Rabinovich A., Lee A.W., and Papaioannou A, "Automatic Radar-Based Step Length Measurement in the Home for Older Adults Living with Frailty", Sensors, vol. 24, . Get it here.
Conference PapersShafiee M.J., Siva P., Fieguth P., and Wong A, "Embedded Motion Detection via Neural Response Mixture Background Modeling", IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, 2016. Get it here. Shafiee M.J., Siva P., Fieguth P., and Wong A, "Efficient Deep Feature Learning and Extraction via StochasticNets", IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, 2016. Get it here. Siva P., Shafiee M.J., Jamieson M., and Wong A, "Real-Time, Embedded Scene Invariant Crowd Counting Using Scale-Normalized Histogram of Moving Gradients (HoMG)", IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, 2016. Get it here. Mishra A., Scharfenberger C., Siva P., Li F., Wong A., and Clausi D, "DESIRe Discontinuous energy seam carving for image retargeting via structural and textural energy functionals", Proceedings - International Conference on Image Processing, ICIP, 2015. Get it here. Mishra A., Scharfenberger C., Siva P., Li F., Wong A., and Clausi D, "DESIRe: Discontinuous energy seam carving for image retargeting via structural and textural energy functionals", Proceedings - International Conference on Image Processing, ICIP, 2015. Get it here. Siva P., Shafiee M.J., Li F., and Wong A, "PIRM: Fast background subtraction under sudden, local illumination changes via probabilistic illumination range modelling", Proceedings - International Conference on Image Processing, ICIP, 2015. Get it here. Shafiee M.J., Wong A., Siva P., and Fieguth P, "Efficient Bayesian inference using fully connected conditional random fields with stochastic cliques", 2014 IEEE International Conference on Image Processing, ICIP 2014, 2015. Get it here.