journal article
- Jasper Snoek, Jesse Hoey, Liam Stewart, Richard S. Zemel and Alex Mihailidis Automated Detection of Unusual Events on Stairs. Image and Vision Computing, 27, 1-2, January, 2009
- Jesse Hoey, Pascal Poupart, Axel von Bertoldi, Tammy Craig, Craig Boutilier and Alex Mihailidis Automated Handwashing Assistance For Persons With Dementia Using Video and a Partially Observable Markov Decision Process. Computer Vision and Image Understanding (CVIU), to appear, 2009
- Alex Mihailidis, Jennifer N. Boger, Marcelle Candido and Jesse Hoey The COACH prompting system to assist older adults with dementia through handwashing: An efficacy study. BMC Geriatrics, 8, 28, 2008
- Alex Mihailidis, Jennifer N. Boger, Marcelle Candido and Jesse Hoey The use of an intelligent prompting system for people with dementia. ACM Interactions, 14, 4, July+August, 2007
- Jesse Hoey and James J. Little Value-Directed Human Behavior Analysis from Video Using Partially Observable Markov Decision Processes. IEEE Transactions on Pattern Analysis and Machine Intelligence, 29, 7, July, 2007
- Alex Mihailidis, Pantelis Elinas, Jennifer N. Boger and Jesse Hoey An Intelligent Powered Wheelchair to Enable Mobility of Cognitively Impaired Older Adults: an Anticollision System. IEEE Transactions on Neural Systems and Rehabilitation Engineering, 15, 1, 2007
- Jennifer N. Boger, Jesse Hoey, Pascal Poupart, Craig Boutilier, Geoff Fernie and Alex Mihailidis A Planning System Based on Markov Decision Processes to Guide People with Dementia Through Activities of Daily Living. IEEE Transactions on Information Technology in BioMedicine, 10, 2, 2006
refereed conference proceedings
- Krists Zutis and Jesse Hoey Who's Counting?: Real-Time Blackjack Monitoring for Card Counting Detection. Proceedings of the International Conference on Vision Systems, Liege, Belgium, 2009
- Jesse Hoey, Axel von Bertoldi, Pascal Poupart and Alex Mihailidis Assisting Persons with Dementia during Handwashing Using a Partially Observable Markov Decision Process. Proceedings of the International Conference on Vision Systems, Bielefeld, Germany, 2007
- Jasper Snoek, Jesse Hoey, Liam Stewart and Richard S. Zemel Automated Detection of Unusual Events on Stairs. Proceedings of Canadian Conference on Computer Vision, Quebec City, Canada, 2006
- Pascal Poupart, Nikos Vlassis and Jesse Hoey An Analytic Solution to Discrete Bayesian Reinforcement Learning. Proceedings of the International Conference on Machine Learning, Pittsburgh, USA, 2006
- Jesse Hoey Tracking using Flocks of Features, with Application to Assisted Handwashing. Proceedings of British Machine Vision Conference, Edinburgh, Scotland, 2006
- Jennifer N. Boger, Pascal Poupart, Jesse Hoey, Craig Boutilier, Geoff Fernie and Alex Mihailidis A Decision-Theoretic Approach to Task Assistance for Persons with Dementia. Proceedings of International Joint Conference on Artificial Intelligence, Edinburgh, Scotland, 2005
- Jesse Hoey and Pascal Poupart Solving POMDPs with Continuous or Large Discrete Observation Spaces. Proceedings of International Joint Conference on Artificial Intelligence, Edinburgh, Scotland, 2005
- Jesse Hoey and James J. Little Value Directed Learning of Gestures and Facial Displays. Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, Washington, DC, USA, 2004
- Jesse Hoey and James J. Little Decision Theoretic Modeling of Human Facial Displays. Proceedings of European Conference on Computer Vision, Prague, CZ, 2004
- Pantelis Elinas, Jesse Hoey and James J. Little HOMER: Human Oriented MEssenger Robot. Proceedings of AAAI Spring Symposium on Human Interaction with Autonomous Systems in Complex Environments, Stanford, CA, USA, 2003
- Jesse Hoey and James J. Little Bayesian Clustering of Optical Flow Fields. Proceedings of IEEE International Conference on Computer Vision, Nice, France, 2003
- Pantelis Elinas, Jesse Hoey, Darrell Lahey, Jefferson Montgomery, Don Murray, Stephen Se and James J. Little Waiting with Jose, a vision based mobile robot. Proceedings of IEEE International Conference on Robotics and Automation, Washington, DC, USA, 2002
- Jesse Hoey Clustering Contextual Facial Display Sequences. Proceedings of IEEE International Conference on Automatic Face and Gesture Recognition, Washington, DC, USA, 2002
- Jesse Hoey and James J. Little Representation and Recognition of Complex Human Motion. Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, Hilton Head, SC, 2000
- Robert St-Aubin, Jesse Hoey and Craig Boutilier APRICODD: Approximate policy construction using decision diagrams. Neural Information Processing Systems, Denver, CO, USA, 2000
- Jesse Hoey, Robert St-Aubin, Alan J Hu and Craig Boutilier SPUDD: Stochastic Planning Using Decision Diagrams. Proceedings of Uncertainty in Artificial Intelligence, Stockholm, Sweden, 1999
symposia and workshop papers
- Jesse Hoey, Brandi Richards, Scott Blunsden, Jane Burns, Tom Bartindale, Dan Jackson, Patrick Olivier, Jennifer N. Boger and Alex Mihailidis ePAD: Engaging Platform for Art Development. IJCAI 2009 Workshop on Intelligent Systems for Assisted Cognition, Pasadena, CA, 2009
- Christian Peters, Sven Wachsmuth and Jesse Hoey Learning to recognise behaviours of persons with dementia using multiple cues in an HMM-based approach. Proceedings of the ACM 2nd International Conference on PErvasive Technologies Related to Assistive Environments, Corfu, Greece, 2009
- Patrick Olivier, Andrew Monk, Guangyou Xu and Jesse Hoey Ambient Kitchen: designing situated services using a high fidelity prototyping environment. Proceedings of the ACM 2nd International Conference on PErvasive Technologies Related to Assistive Environments, Corfu, Greece, 2009
- Scott Blunsden, Brandi Richards, Tom Bartindale, Dan Jackson, Patrick Olivier, Jennifer N. Boger, Alex Mihailidis and Jesse Hoey Design and Prototype of a Device to Engage Cognitively Disabled Older Adults in Visual Artwork. Proceedings of the ACM 2nd International Conference on PErvasive Technologies Related to Assistive Environments, Corfu, Greece, 2009
- Patricia Kan, Jesse Hoey and Alex Mihailidis Automated upper extremity rehabilitation for stroke patients using a partially observable Markov decision process. AAAI 2008 Fall Symposium on AI in Eldercare, 2008
- Jesse Hoey, Daniel Gunn, Alex Mihailidis and Pantelis Elinas Obstacle Avoidance Wheelchair System. Proceedings of IEEE International Conference on Robotics and Automation, 2006
- Jesse Hoey, Pascal Poupart, Craig Boutilier and Alex Mihailidis Semi-supervised learning of a POMDP model of Patient-Caregiver Interactions. Proceedings of IJCAI Workshop on Modeling Others From Observations, Edinburgh, Scotland, 2005
- Jesse Hoey, Pascal Poupart, Craig Boutilier and Alex Mihailidis POMDP models for Assistive Technology. AAAI 2008 Fall Symposium on AI in Eldercare, 2005
- Pantelis Elinas, Enrique Sucar, Alberto Reyes Ballesteros and Jesse Hoey A Decision Theoretic Approach for Task Coordination in Social Robots. Proceedings of IEEE International Workshop on Robot and Human Interactive Communication, 2004
- Jesse Hoey and James J. Little Decision Theoretic Learning of Human Facial Displays. NIPS Workshop on Open Challenges in Cognitive Vision , Whistler, BC, Canada, 2003
- Jesse Hoey Hierarchical unsupervised learning of facial expression categories. IEEE ICCV Workshop on detection and recognition of events in video, Vancouver, BC, Canada, 2001
Thesis
- Jesse Hoey Decision Theoretic Learning of Facial Displays and Gestures. PhD Thesis, 2004
unpublished
- Jesse Hoey The Two-Way Likelihood Ratio (G) Test. unplublished note, 2009
- Jesse Hoey Expectation Maximization for Hidden Markov Models. unplublished note, 2000