2020
- L. Sha, J. Hobbs, P. Felsen, X. Wei, P. Lucey, and S. Ganguly, "End-to-End Camera Calibration for Broadcast Videos", in CVPR, 2020. [pdf]
- W. Gürpınar-Morgan, D. Dinsdale, J. Gallagher, A. Cherukumudi and P. Lucey, "You Cannot Do That Ben Stokes: Dynamically Predicting Shot Type in Cricket Using a Personalized Deep Neural Network", in MIT SSAC, 2020. [pdf]
2019
- E. Zhan, S. Zheng, Y. Yue, L. Sha and P. Lucey, "Generating Multi-Agent Trajectories using Programmatic Weak Supervision", in ICLR, 2019. [pdf]
- P. Power, A. Cherukumudi, S. Ganguly, F. Wei, L. Sha, J. Hobbs, H. Ruiz and P. Lucey, "Trading places–simulating goalkeeper performance using spatial & body-pose data" [pdf]
- M. Holbrook, J. Hobbs and P. Lucey, "Rugby-Bot: Utilizing Multi-Task Learning & Fine-Grained Features for Rugby League Analysis", arXiv preprint arXiv:1910.07410, 2019 [pdf]
2018
- M. Di, D. Klabjan, L. Sha and P. Lucey, "Large-Scale Adversarial Sports Play Retrieval with Learning to Rank", in TKDE, 2018. [pdf]
- P. Felsen, P. Lucey and S. Ganguly, "Where Will They Go? Predicting Fine-Grained Adversarial Multi-Agent Motion using Conditional Variational Autoencoders", in ECCV, 2018. [pdf]
- T. Seidl, A. Cherukumudi, A. Hartnett, P. Carr and P. Lucey, "Bhostgusters: Realtime Interactive Play Sketching with Synthesized NBA Defenses", in MIT SSAC, 2018. [pdf]
- P. Power, J. Hobbs, H. Ruiz, X. Wei and P. Lucey, "Mythbusting Set-Pieces in Soccer", in MIT SSAC, 2018. [pdf]
- J. Hobbs, P. Power, L. Sha, H. Ruiz and P. Lucey, "Quantifying the Value of Transitions in Soccer via Spatiotemporal Trajectory Clustering", in MIT SSAC, 2018. [pdf]
- L. Sha, P. Lucey, Y. Yue, X. Wei, J. Hobbs, C. Rohlf, S. Sridharan, “Interactive Sports Analytics: An Intelligent Interface for Utilizing Trajectories for Interactive Sports Play Retrieval and Analytics”, in ACM Transactions on Computer-Human Interaction (2018).
2017
- L. Sha, P. Lucey, S. Zheng, K. Kim, Y. Yue and S. Sridha, "Fine-Grained Retrieval of Sports Plays using Tree-Based Alignment of Trajectories", in arXiv:1710.02255 [pdf]
- H. Ruiz, P. Power, X. Wei and P. Lucey, "The Leicester City Fairytale?: Utilizing New Soccer Analytics Tools to Compare Performance in the 15/16 & 16/17 Seasons", in KDD, 2017. [pdf]
- P. Power, H. Ruiz, X. Wei and P. Lucey, "Not All Passes Are Created Equal:" Objectively Measuring the Risk and Reward of Passes in Soccer from Tracking Data", in KDD 2017. [pdf]
- H. Le, P. Carr, Y. Yue and P. Lucey, "Coordinated Multi-Agent Imitation Learning", in ICML 2017. [pdf]
- H. Le, P. Carr, Y. Yue and P. Lucey, "Data Driven Ghosting using Deep Imitation Learning" in MIT SSAC (Best Paper Runner-up ), 2017. [pdf]
- R. Navarathna, P. Carr, P. Lucey and I. Matthews, "Estimating Audience Engagement to Predict Movie Ratings", in IEEE Transactions on Affective Computing (2017).
- P. Felsen and P. Lucey, " Body Shots: Analyzing Shooting Styles in the NBA using 3D Body Pose Information " in MIT SSAC (finalist), 2017. [pdf]
2016
- S. Zheng, Y. Yue and P. Lucey, “Generating Long-term Trajectories Using Deep Hierarchical Networks”, in NIPS, (Barcelona, Spain), December 2016. [pdf]
- X. Wei, P. Lucey, S. Morgan and S. Sridharan, “Forecasting the Next Shot Location in Tennis Using Fine-Grained Spatiotemporal Tracking Data”, in IEEE Transactions on Knowledge and Data Engineering, 2016, pp. 2988-2997. NEW!!!
- A. Bialkowski, P. Lucey, P. Carr, I. Matthews, S.Sridharan and C. Fookes, “Discovering Team Structures in Soccer from Spatiotemporal Data”, in IEEE Transactions on Knowledge and Data Engineering, 2016, pp. 2596-2605. NEW!!!
- L. Sha, P. Lucey, Y. Yue, P. Carr, C. Rohlf and I. Matthews, “Chalkboarding: A New Spatiotemporal Query Paradigm for Sports Play Retrieval”, in IUI (Sonoma, USA), 2016.
- X. Wei, P. Lucey, S. Morgan, M. Reid and S. Sridharan “The Thin Edge of the Wedge: Accurately Predicting Shot Outcomes in Tennis using Style and Context Priors”, in MIT Sloan Sports Analytics Conference (MITSSAC), (Boston, USA), 2016. BEST PAPER AWARD!!!
2015
- M. Monfort, J. Tenebaum, B. Ziebart, P. Lucey and B. Lake, “Softstar: Softened Heuristic-Based Inference”, in NIPS (Montreal, Canada), 2015.
- X. Wei, L. Sha, P. Lucey, P. Carr, S. Sridharan and I. Matthews, “Predicting Ball Ownership in Basketball from a Monocular View Using Only Player Trajectories”, accepted to ICCV Workshop on CV in Sports, (Santiago, Chile), 2015.
- X. Wei, P. Lucey, S. Morgan, P. Carr, S. Sridharan and M. Reid, “Predicting Serves in Tennis using Style Priors”, in ACM SIGKDD Conference on Knowledge, Discovery and Data Mining (KDD), (Sydney, Australia), 2015.
- T. Fernando. X. Wei and P. Lucey, “Discovering Methods of Scoring in Soccer Using Tracking Data”, in KDD Worksop on Large-Scale Sports Analytics, (Sydney, Australia), 2015.
- P. Lucey, A. Bialkowski, M. Monfort, P. Carr and I. Matthews, “Quality vs Quantity: Improved Shot Prediction in Soccer using Strategic Features from Spatiotemporal Data”, in MIT Sloan Sports Analytics Conference (MITSSAC), (Boston, USA), 2015.
2014
- Y. Yue, P. Lucey, P. Carr, A. Bialkowski and I. Matthews, “Learning Fine-Grained Spatial Models for Dynamic Sports Play Prediction”, in ICDM (Shenzhen), 2014.
- A. Bialkowski, P. Lucey, P. Carr, Y. Yue and I. Matthews, “Large-Scale Analysis of Soccer Matches using Spatiotemporal Tracking Data”, in ICDM (Shenzhen), 2014.
- A. Bialkowski, P. Lucey, P. Carr, Y. Yue and I. Matthews, “Identifying Team Style in Soccer using Formations Learned from Spatiotemporal Tracking Data”, in SSTDM at ICDM (Shenzhen), 2014.
- X. Wei and P. Lucey, “Forecasting Event using an Augmented Hidden Conditional Random Field”, in ACCV (Singapore), 2014.
- P. Lucey, A. Bialkowski, P. Carr, Y. Yue and I. Matthews, “How to Get an Open Shot: Analyzing Team Movement in Basketball using Tracking Data”, in MIT Sloan Sports Analytics Conference (MITSSAC), (Boston, USA), 2014.
- A. Bialkowski, P. Lucey, P. Carr, Y. Yue and I. Matthews, “Win at Home and Draw Away: Automatic Formation Analysis Highlighting the Differences in Home and Away Team Behaviors”, in MIT Sloan Sports Analytics Conference (MITSSAC), (Boston, USA), 2014.
- R. Navarathna, P. Lucey, P. Carr, L. Carter, S. Sridharan and I. Matthews, “Predicting Movie Ratings from Audience Behaviors”, in WACV, (Steamboat Springs, USA), 2014.
- L. Sha, P. Lucey, S. Morgan, S. Sridharan and D. Pease, “Understanding and Analyzing a Large Collection of Archived Swimming Videos”, in WACV, (Steamboat Springs, USA), 2014. BEST PAPER AWARD!!!
- A. Ghasemi, X. Wei, P. Lucey, S. Sridharan and C. Fookes, “Social Signal Processing for Pain Monitoring using a Hidden Conditional Random Field”, in IEEE Workshop on Statistical Signal Processing (SSP), 2014.
2013
- P. Lucey, D.Oliver, P. Carr, J. Roth and I. Matthews, “Assessing Team Strategy using Spatiotemporal Data”, accepted to the ACM SIGKDD Conference on Knowledge, Discovery and Data Mining (KDD), (Chicago, USA), 2013.
- P. Lucey, A. Bialkowski, P. Carr, S. Morgan, I. Matthews and Y. Sheikh, “Representing and Discovering Adversarial Team Behaviors using Player Roles”, accepted to the IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), (Portland, USA), 2013.
- E. Foote, P. Carr, P. Lucey, Y. Sheikh and I. Matthews, “One-Man-Band: A Touch Screen Interface for Live Multi-Camera Sports Broadcasts”, in ACM Multimedia, (Barcelona, Spain), 2013.
- X. Wei, L. Sha, P. Lucey, S. Morgan and S. Sridharan, “Large Scale Analysis of Formations in Soccer”, in DICTA, (Hobart, Australia), 2013.
- X. Wei, P. Lucey, S. Morgan and S. Sridharan, “Predicting Shot Locations in Tennis using Spatiotemporal Data”, in DICTA, (Hobart, Australia), 2013.
- A. Bialkowski, P. Lucey, X. Wei and S. Sridharan, “Person Re-Identification using Group Information”, in DICTA, (Hobart, Australia), 2013.
- L. Sha, P. Lucey, S. Sridharan, S. Morgan and D. Pease, “Swimmer Localization from a Moving Camera”, in DICTA, (Hobart, Australia), 2013.
- A. Bialkowski, P. Lucey, P. Carr, S. Denman, S. Sridharan and I. Matthews, “Recognizing Team Activities from Noisy Data”, accepted to the IEEE International Workshop on Computer Vision in Sports (CVSports) - at the International Conference on Computer Vision and Pattern Recognition, (Portland, USA), 2013.
- X. Wei, P. Lucey, S. Morgan and S. Sridharan, “Sweet-Spot: Using Spatiotemporal Data to Discover and Predict Shots in Tennis”, in MIT Sloan Sports Analytics Conference (MITSSAC), (Boston, USA), 2013.
2012
- P. Lucey, A. Bialkowski, P. Carr, I. Matthews and Y. Sheikh, “Characterizing Multi-Agent Team Behavior from Partial Team Tracings: Evidence from the English Premier League”, in Association on the Advancement of Artificial Intelligence (AAAI), (Toronto, Canada), 2012.
- S. Chew, P. Lucey, S. Lucey and S. Sridharan, “Improved Facial Expression Recognition via Uni-Hyperplane Classification”, in IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), (Providence, USA), 2012.
- S. Chew, P. Lucey, S. Lucey, J. Cohn, J. Saragih, I. Matthews and S. Sridharan, “In the Pursuit of Effective Affective Computing: The Relationship between Features and Registration”, in IEEE Transactions on Systems, Man and Cybernetics, Part B: Cybernetics, 2012.
- P. Lucey, A. Bialkowski, P. Carr, E. Foote and I. Matthews, “Automatically Characterizing and Recognizing Team Tactics: Evidence for the English Premier League”, in the World Conference on Science and Soccer, (Ghent, Belgium), 2012.
- R. Navarathna, D. Dean, S. Sridharan and P. Lucey, “Multiple Cameras for Audio-Visual Speech Recognition in an Automative Enviornment Automatically”, in Computer Speech & Language, 2012.
- A. Bialkowski, S. Denman, P. Lucey, S. Sridharan and C. Fookes, “A Database for Person Re-Identification in Multi-Camera Surveillance Networks”, in the International Conference on Digital Image Computing Techniques and Applications (DICTA), (Fremantle, Australia), 2012.
2011
- P. Lucey, J. Cohn, K. Prkachin, P. Solomon, S. Chew and I. Matthews, “Painful Monitoring: Automatic Pain Monitoring using the UNBC-McMaster Shoulder Pain Expression Archive Database” in Image and Vision Computing, 2011.
- P. Lucey, J.F. Cohn, K.M. Prkachin, P.E. Solomon and I. Matthews, “PAINFUL DATA: The UNBC-McMaster Shoulder Pain Expression Archive Database”, in the Proceedings IEEE International Conference on Automatic Face and Gesture Recognition (Santa Barbara, USA), 2011.
- R. Navarathna, T. Kleinschimdt, D. Dean, S. Sridharan and P. Lucey, “Can Audio-Visual Speech Recognition outperform Acoustically Enhanced Speech Recognition in Automotive Environments?”, in the Proceedings of the Conference of the International Speech Communication Association – Interspeech, (Florence, Italy), 2011.
- R. Navarathna, D. Dean, S. Sridharan, C. Fookes and P. Lucey, “Visual Voice Activity Detection using Frontal versus Profile Views”, in the Proceedings of Digital Imaging Computing: Techniques and Applications (DICTA), (Noosa, Australia), 2011.
- S. Chew, R. Rana, P. Lucey, S. Lucey and S. Sridharan, “Sparse Temporal Representations for Facial Expression Recognition”, in the Pacific-Rim Symposium on Image and Video Technology, (Gwangji, South Korea), 2011.
- S. Chew, P. Lucey, S. Lucey, J. Saragih, J. Cohn, S. Sridharan, “Person-Independent Facial Expression Detection using Constrained Local Models”, IEEE Workshop on Facial Expression Recognition and Analysis Challenge, at AFGR 2011.
2004-2010
2010
2009
2008
2007
2006
2005
- P. Lucey, J.F. Cohn, I. Matthews, S. Lucey. J. Howlett, S. Sridharan, and K. Prkachin, “Automatically Detecting Pain in Video Through Facial Action Unit Recognition” in IEEE Transactions on Systems, Man and Cybernetics, Part B: Cybernetics, 2010.
- P. Lucey, J.F. Cohn, T. Kanade, J. Saragih and I. Matthews, “The Extended Cohn-Kanade Dataset (CK+): A complete dataset for action unit and emotion-specified expression”, in the Proceedings of the International Workshop on CVPR for Human Communicative Behavior Analysis, (San Francisco, USA), 2010.
- P. Lucey, S. Lucey and J.F. Cohn, “Registration Invariant Representations for Expression Detection”, in Proceedings of Digital Imaging Computing: Techniques and Applications (DICTA), (Sydney, Australia), 2010.
- R. Navaratha, D. Dean, P. Lucey, S. Sridharan and C. Fookes, “Dynamic Visual features for Visual-Speech Activity Detection”, in Proceedings of the International Conference on Auditory-Visual Speech Processing, (Hakone, Japan), 2010.
- R. Navarathna, D. Dean, P. Lucey, S. Sridha, C. Fookes, “Recognising Audio-Visual Speech in Vehicles using the AVICAR Database”, International Conference on Speech, Science and Technology, (Sydney, Australia), 2010.
2009
- P. Lucey, G. Potamianos and S. Sridharan, “Visual Speech Recognition Across Multiple Views”, in Visual Speech Recognition: Lip Segmentation and Mapping (A. Liew and S. Wang, eds.), IGI Global, 2009.
- P. Lucey, J. Cohn, S. Lucey, S. Sridharan and K. Prkachin, “Automatically Detecting Pain Using Facial Actions”, in the Proceedings of the International Conference on Affective Computing & Intelligent Interaction, (Amsterdam, The Netherlands), 2009, pp. 1-8.
- A. Ryan, J. Cohn, S. Lucey, J. Saragih, P. Lucey, F. De la Torre and A. Rossi, “Automated Facial Expression Recognition System”, in the Proceedings of the International Carnahan Conference on Security Technology, (Zurich, Switzerland), 2009, pp. 172-177.
- P. Lucey, J. Cohn, S. Lucey, S. Sridharan and K. Prkachin, “Automatically Detecting Action Units from Faces of Pain: Comparing Shape and Appearance Features” in the Proceedings of the International Workshop on CVPR for Human Communicative Behavior Analysis, (Miami, USA), 2009.
- P. Lucey, “Measuring the Immeasurable: Using Faces and Computer-Vision to Improve Clinical Decision-Making”, Australian Hand Therapist Association (AHTA) National Conference, Brisbane, Australia (October), 2009. [Invited Talk]
- P. Lucey, “Automatically Detection Shoulder Pain Injuries from Faces”, Australian Hand Therapist Association (AHTA) National Conference, Brisbane, Australia (October), 2009. [Invited Talk].
2008
- P. Lucey. “Lipreading Across Multiple Views”, PhD Thesis, Queensland University of Technology, Australia, 2008.
- R. Goecke, P. Lucey and S. Lucey (Eds.). “Proceedings of the International Conference on Auditory-Visual Speech Processing AVSP 2008”, (Moreton Island, Australia), 2008. AVISA. ISBN: 978-0-646-49503-3
- P. Lucey and S. Sridharan, “A Visual Front-End for Continuous Pose-Invariant Lipreading”, in Proceedings of the International Conference on Signal Processing and Communication Systems, (Gold Coast, Australia), 2008, pp. 1-6.
- P. Lucey, S. Sridharan and D. Dean, “Continuous Pose-Invariant Lipreading”, in Proceedings of the Conference of the International Speech Communication Association – Interspeech, (Brisbane, Australia), 2008, pp. 2679-2682.
- P. Lucey, G. Potamianos and S. Sridharan, “Patch-Based Analysis of Visual Speech from Multiple Views”, in Proceedings of the International Conference on Auditory-Visual Speech Processing, (Tangalooma, Australia), 2008, pp. 69-74.
- P. Lucey, J. Howlett, J. Cohn, S. Lucey, S. Sridharan and Z. Ambadar, “Improving Pain Recognition Through Better Utilisation of Temporal Information”, in Proceedings of the International Conference on Auditory-Visual Speech Processing, (Tangalooma, Australia), 2008, pp. 167-172.
- P. Lucey, S. Lucey, M. Cox, S. Sridharan and J. Cohn, “Comparing Object Alignment Algorithms with Appearance Variation: Forward-Additive vs Inverse-Composition”, in Proceedings of the IEEE International Workshop on Multimedia Signal Processing, (Cairns, Australia), 2008, pp. 337-342.
- D. Dean, P. Lucey, S. Sridharan and T. Wark, “Fused HMM-Adaptation of Synchronous HMMs for Audio-Visual Speech Recognition”, in Digital Signal Processing. 2008.
- D. Dean, S. Sridharan and P. Lucey, “Cascading Appearance-Based Features for Visual Speaker Verification”, in Proceedings of the Conference of the International Speech Communication Association – Interspeech, (Brisbane, Australia), 2008, pp. 359-362.
2007
- P. Lucey, G. Potamianos and S. Sridharan, “An Unified Approach to Multi-Pose Audio-Visual ASR”, in Proceedings of the Conference of the International Speech Communication Association – Interspeech, (Antwerp, Belgium), 2007, pp. 650-653. [awarded best student paper].
- P. Lucey, G. Potamianos and S. Sridharan, “An Extended Pose-Invariant Lipreading System”, in Proceedings of the International Workshop on Auditory-Visual Speech Processing – AVSP, (Hilvarenbeek, The Netherlands), 2007, pp. 176-180.
- D. Dean, P. Lucey, S. Sridharan and T. Wark, “Fused HMM-Adaptation of Multi-Stream HMMs for Audio-Visual Speech Recognition”, in Proceedings of the Conference of the International Speech Communication Association – Interspeech, (Antwerp, Belgium), 2007, pp. 666-669.
- D. Dean, P. Lucey, S. Sridharan and T. Wark, “Weighting and Normalisation of Synchronous HMMs for Audio-Visual Speech Recognition”, in Proceedings of the International Workshop on Auditory-Visual Speech Processing – AVSP, (Hilvarenbeek, The Netherlands), 2007, pp. 110-115.
2006
- P.Lucey and G. Potamianos, “Lipreading Using Profile Versus Frontal Views”, in Proceedings of the International Workshop on Multimedia Signal Processing (MMSP ‘06), 2006, pp. 24-28.
- P. Lucey and S. Sridharan, “Patch-Based Representation of Visual Speech”, in Proceedings of the HCSNet Workshop on the use of Vision in HCI (VisHCI), 2006.
- D. Dean, P.Lucey, S. Sridharan and T. Wark, “Audio-Visual Speaker Verification using Continuous Fused HMMs”, in Proceedings of the HCSNet Workshop on the use of Vision in HCI (VisHCI), 2006.
- G. Potamianos and P. Lucey, “Audio-Visual ASR from Multiple Views Inside Smart Rooms”, in Proceedings of the IEEE Conference on Multisensor Fusion and Integration (MFI ‘06), 2006, pp. 35-40.
- D. Dean, P. Lucey, T. Wark and S. Sridharan, “An examination of audio-visual fused HMMs for speaker recognition”, in Proceedings Second Workshop on Multimodal User Authentication, Toulouse, France.
2005
- P. Lucey, S. Lucey and S. Sridharan, “Using a Free-Parts Representation for Visual Speech Recognition”, in Proceedings of Digital Imaging Computing: Techniques and Applications (DICTA), Cairns, Australia, 2005, pp. 379-384.
- P. Lucey, D. Dean and S. Sridharan, “Problems associated with current area-based visual speech feature extraction tecniques”, in Proceedings of the Auditory-Visual Speech Processing International Conference (AVSP),British Columbia, Canada, 2005, pp. 73-78.
- S. Lucey and P. Lucey, “Improved speech reading through a free-parts representation”, in Proceedings of the Auditory-Visual Speech Processing International Conference (AVSP),British Columbia, Canada, 2005, pp. 85-86.
- D. Dean, P. Lucey and S. Sridharan, “Audio-Visual Speaker Identification using the CUAVE Database”, in Proceedings of the Auditory-Visual Speech Processing International Conference (AVSP), British Columbia, Canada, 2005, pp. 97-101.
- D. Dean, P. Lucey, S. Sridharan and T. Wark “Comparing audio and visual information for speech processing”, in International Symposium of Signal Processing and its Applications (ISSPA), Sydney, Australia, 2005, pp. 58-61.
- P .Lucey, T. Martin and S. Sridharan, “Confusability of phonemes grouped according to their viseme classes in noisy environments”, in International Conference on Speech, Science and Technology, Sydney, Australia, 2004, pp. 265-270.
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