Peer-reviewed Journals

P. Siva, G. W. Brodland and D. A. Clausi (2009)"Detecting Mitoses in Time-Lapse Image of Embryonic Epithelia Using Intensity Analysis", Annals of Biomedical Engineering, 37:12, 2646-55.

P. Siva, G. W. Brodland and D. A. Clausi (2009)"Detection of mitoses in embryonic epithelia using motion field analysis", Computer Methods in Biomechanics and Biomedical Engineering, 12:2, 151-163.

Peer-reviewed Conferences

P. Siva and A. Wong "URC: Unsupervised regional clustering of remote sensing imagery.", International Geoscience and Remote Sensing Symposium, Quebec City, July 13-18 2014. (To Appear)

P. Siva and A. Wong "Grid Seams: A fast superpixel algorithm for real-time applications.", Canadian Conference on Computer and Robot Vision, Montreal, May 7-9 2014. (Awarded Best Paper)

P. Siva, C. Russell, T. Xiang and L. Agapito "Looking Beyond the Image: Unsupervised Learning for Object Saliency and Detection", Conference on Computer Vision and Pattern Recognition, Portland, June 23-28 2013. (project page)

P. Siva, C. Russell, and T. Xiang "In Defence of Negative Mining for Annotating Weakly Labelled Data", 12th European Conference on Computer Vision, Florence, Oct. 7-13 2012.

Z. Shi, P. Siva, and T. Xiang "Transfer Learning by Ranking for Weakly Supervised Object Annotation." , Proceedings of the British Machine Vision Conference, Surrey, Sept. 3-7 2012.

P. Siva and T. Xiang "Weakly Supervised Object Detector Learning with Model Drift Detection", 13th IEEE International Conference on Computer Vision, Barcelona, Nov. 6-13 2011.

P. Siva and T. Xiang "Weakly Supervised Action Detection", Proceedings of the British Machine Vision Conference, Dundee, Aug. 29-Sept. 2 2011.

P. Siva and T. Xiang "Action Detection in Crowd", Proceedings of the British Machine Vision Conference, Aberystwyth, Aug. 31-Sept. 3 2010, pp.9.1-9.11. (Best Poster Prize)

P. Siva, G. W. Brodland and D. A. Clausi "Automated Detection of Mitosis in Embryonic Tissues", Proceedings of the Fourth Canadian Conference on Computer and Robot Vision, Montreal, May 28-30 2007, pp.97-104.

P. Siva and C. C. W. Hulls "Dynamic Segmentation of Small Image Windows for Visual Servoing", IEEE International Conference on Mechatronics and Automation, Niagara Falls, Jul 29-Aug 1 2005, pp.626-630.

Thesis

P. Siva, (2012) "Automatic annotation for weakly supervised learning of detectors," PhD Thesis, Queen Mary, University of London.

P. Siva, (2007) "Quantifying the frequency and orientation of mitoses in embryonic epithelia," MASc Thesis, University of Waterloo.

Presentations

P. Siva and T. Xiang, "Action Detection in Crowds", British Machine Vision Association (BMVA) Technical Meeting on Temporal Pattern Learning and Recognition, London, England, Sept. 22, 2010.

P. Siva, C. C. W. Hulls and W. J. Wilson, "Dynamic Segmentation of Small Image Windows for Visual Servoing", Space, Vision, and Advanced Robotics Workshop, SVAR 2005, MDA Space Missions (formerly MD Robotics), Brampton ON, May 19, 2005.

Technical Reports

H. Al-Shurafa, C. Con-Grant, B. Deguire, P. Siva, Path Planning & Symbol Detection for an Autonomous Aerial Vehicle, University of Waterloo: Design Project Report, 2005.

P. Siva, Face Detection Using Neural Network Based Local Feature Detection, University of Waterloo: Machine Intelligence Report, 2005.

P. Siva, Effectiveness of Still Image Digital Watermarking Algorithms, University of Waterloo: Work Term Report, 2002.