Publications

A Deep Learning Approach for Generalized Speech Animation

• July 30, 2017

• Sarah Taylor (University of East Anglia)
• Taehwan Kim (California Institute of Technology)
• Yisong Yue (California Institute of Technology)
• Moshe Mahler
• Jimmy Krahe
• Anastasio Garcia Rodriguez
• Jessica HodginsJessica Hodgins (Carnegie Mellon University)
• Iain Matthews

• ACM SIGGRAPH 2017

Factorized Variational Autoencoders for Modeling Audience Reactions to Movies

• July 21, 2017

• Zhiwei Deng (Simon Fraser University)
• Rajitha Navarathna
• Peter Carr
• Stephan Mandt
• Yisong Yue (Caltech)
• Iain Matthews
• Greg Mori (Simon Fraser University)

• IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2017

• Press Release:  Neural nets model audience reactions to movies

Synthetic Prior Design for Real-Time Face Tracking

• October 25, 2016

• Steven McDonagh
• Martin Klaudiny
• Derek Bradley
• Thabo Beeler
• Iain Matthews
• Kenny Mitchell

• 3D International Conference on 3D Vision (3DV) 2016

• Press Release:  New method reduces amount of training data needed for facial performance capture system

Chalkboarding: A New Spatiotemporal Query Paradigm for Sports Play Retrieval

• March 7, 2016

• Long Sha (QUT, Disney Research)
• Patrick Lucey (STATS, Disney Research)
• Yisong Yue (Caltech)
• Peter Carr
• Charlie Rohlf (STATS)
• Iain Matthews

• Intelligent User Interfaces (IUI) 2016

• Press Release:  Slamdunk: Graphical user interface uses 'X's and O's' to retrieve basketball plays

Photogeometric Scene Flow for High-Detail Dynamic 3D Reconstruction

• December 11, 2015

• Paulo Gotardo
• Tomas Simon (Carnegie Mellon University)
• Yaser Sheikh (Carnegie Mellon University)
• Iain Matthews

• International Conference on Computer Vision (ICCV) 2015

• Press Release:  Realistic facial reconstructions enhanced by combining three computer vision methods

A Mouth Full of Words: Visually Consistent Acoustic Redubbing

• April 19, 2015

• Sarah Taylor
• Barry-John Theobald (University of East Anglia)
• Iain Matthews

• IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) 2015

• Press Release:  A Mouth Full of Words: Visually Consistent Acoustic Redubbing

“Quality vs Quantity”: Improved Shot Prediction in Soccer using Strategic Features from Spatiotemporal Data

• February 27, 2015

• Patrick Lucey
• Alina Bialkowski
• Matthew Monfort
• Peter Carr
• Iain Matthews

• MIT Sloan Sports Analytics Conference 2015

Learning Fine-Grain Spatial Models for Dynamic Sports Play Prediction

• December 14, 2014

• Yisong Yue
• Patrick Lucey
• Peter Carr
• Alina Bialkowski
• Iain Matthews

• International Conference on Data Mining (ICDM) 2014

• Press Release:  Disney Research builds computer models to analyze play in pro basketball and soccer

Large-Scale Analysis of Soccer Matches using Spatiotemporal Tracking Data

• December 14, 2014

• Alina Bialkowski
• Patrick Lucey
• Peter Carr
• Yisong Yue
• Sridha Sridharan (Queensland University of Technology)
• Iain Matthews

• International Conference on Data Mining (ICDM) 2014

Identifying Team Style in Soccer using Formations from Spatiotemporal Tracking Data

• December 13, 2014

• Alina Bialkowski
• Patrick Lucey
• Peter Carr
• Yisong Yue
• Sridha Sridharan (Queensland University of Technology)
• Iain Matthews

• International Workshop on Spatial and Spatiotemporal Data Mining 2014

Representing Team Behaviours from Noisy Data using Player Role

• December 10, 2014

• Alina Bialkowski
• Patrick Lucey
• Peter Carr
• Simon Denman (Queensland University)
• Iain Matthews
• Sridha Sridharan (Queensland University)

• Computer Vision in Sports 2014

Lighting Estimation in Outdoor Image Collections

• December 8, 2014

• Jean-François Lalonde
• Iain Matthews

• 3D International Conference on 3D Vision (3DV) 2014

• Press Release:  Lighting Estimation in Outdoor Image Collections