Ph.D.

John Zelek

Publications 

Journal articles

Shabani, A. H., J. S. Zelek, and D. A. Clausi, "Multiple scale-specific representations for improved human action recognitionpdf", Pattern Recognition Letters, December, Accepted. Details

Das, A., M. Dui, C. Scharfenberger, J. Servos, A. Wong, J. S. Zelek, D. A. Clausi, and S. Waslander, "Mapping, Planning, and Sample Detection Strategies for Autonomous Exploration", Journal of Field Robotics, vol. 31, issue 1, pp. 75 - 106, 2014. Details

Tung, F., J. S. Zelek, and D. A. Clausi, "Goal-based trajectory analysis for unusual behaviour detection in intelligent surveillancepdf", Image and Vision Computing, vol. 29, issue 4, pp. 230 - 240, 2011. Details

Conference papers

Li, F.E. LiM. J. ShafieeA. Wong, and J. S. Zelek, "Dense Depth Map Reconstruction from Sparse Measurements Using a Multilayer Conditional Random Field Modelpdf", Computer and Robot Vision, March, Accepted. Details

Li, F.M. J. ShafieeA. ChungB. ChwylF. KazemzadehA. Wong, and J. S. Zelek, "HIGH DYNAMIC RANGE MAP ESTIMATION VIA FULLY CONNECTED RANDOM FIELDS WITH STOCHASTIC CLIQUESpdf", International Conference on Image Processing, April, Accepted. Details

Das, A., M. Dui, C. Scharfenberger, J. Servos, A. Wong, J. S. Zelek, D. A. Clausi, and S. Waslander, "Mapping, Planning, and Sample Detection Strategies for Autonomous Exploration", Journal of Field Robotics, vol. 31, issue 1, pp. 75 - 106, 2014. Details

Scharfenberger, C., S. L. Waslander, J. S. Zelek, and D. A. Clausi, "Existence Detection of Objects in Images for Robot Vision Using Saliency Histogram Features", 10th Conference on Computer and Robot Vision, May, 2013. Details

Scharfenberger, C.A. Wong, K. Fergani, J. S. Zelek, and D. A. Clausi, "Statistical Textural Distinctiveness for Salient Region Detection in Natural Images", Conference on Computer Vision and Pattern Recognition (CVPR), June, 2013. Details

Scharfenberger, C., S. Chakraborty, J. S. Zelek, and D. A. Clausi, "Anti-Trap Protection for an Intelligent Smart Car Door System", Conference on Intelligent Transportation Systems, September, 2012. Details

Hojaij, A., A. Fakih, A. Wong, and J. S. Zelek, "Difference of Circles Feature Detector", 9th Canadian Conference on Computer and Robot Vision, 2012. Details

Scharfenberger, C., S. Chakraborty, J. S. Zelek, and D. A. Clausi, "Motion Stereo-based Collision Avoidance for an Intelligent Smart Car Door System", Conference on Intelligent Transportation Systems, September, 2012. Details

Scharfenberger, C., J. S. Zelek, and D. A. Clausi, "Robust Body-Height Estimation for Applications in Automotive Industry", 9th Conference on Computer and Robot Vision, May, 2012. Details 

Shabani, A. H.D. A. Clausi, and J. S. Zelek, "Improved Spatio-temporal Salient Feature Detection for Action Recognition", British Machine Vision Conference, University of Dundee, Dundee, UK, August, 2011. Details 

Shabani, A. H., J. S. Zelek, and D. A. Clausi, "Human action recognition using salient opponent-based motion features",7th Canadian Conference on Computer and Robotic Vision, Ottawa, Ontario, Canada, pp. 362 - 369, March, 2010. Details

Shabani, A. H., J. S. Zelek, and D. A. Clausi, "Robust Local Video Event Detection for Action Recognition", Advances in Neural Information Processing Systems (NIPS), Machine Learning for Assistive Technology Workshop, Whistler, Canada, December, 2010. Details

Tung, F., J. S. Zelek, and D. A. Clausi, "Efficient target recovery using STAGE for mean-shift trackingpdf", 6th Canadian Conference on Computer and Robot Vision, Kelowna, British Columbia, Canada, February, 2009. Details

Shabani, A. H.D. A. Clausi, and J. S. Zelek, "Towards a robust spatio-temporal interest point detection for human action recognition", IEEE Canadian Conference on Computer and Robot Vision, Kelowna, BC, Canada, Kelowna, British Columbia, Canada, pp. 237-243, February, 2009. Details

El-Nabbout, N., J. S. Zelek, and D. A. Clausi, "Automatically detecting and tracking people walking through a transparent door with visionpdf", 5th Canadian Conference on Computer and Robot Vision, Windsor, Ontario, Canada, pp. 171 - 178, February, 2008. Details

Affiliation: 
University of Waterloo

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