Iain A. Matthews

Orcid: 0009-0000-5004-2397

Affiliations:
  • Disney Research Pittsburgh, USA
  • Carnegie Mellon University, Robotics Institute


According to our database1, Iain A. Matthews authored at least 109 papers between 1996 and 2024.

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Timeline

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Bibliography

2024
fNeRF: High Quality Radiance Fields from Practical Cameras.
CoRR, 2024

LLAniMAtion: LLAMA Driven Gesture Animation.
CoRR, 2024

PhISANet: Phonetically Informed Speech Animation Network.
Proceedings of the IEEE International Conference on Acoustics, 2024

2023
The UEA Digital Humans entry to the GENEA Challenge 2023.
Proceedings of the 25th International Conference on Multimodal Interaction, 2023

Personalized 3D Human Pose and Shape Refinement.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

2022
Arm motion symmetry in conversation.
Speech Commun., 2022

Pose augmentation: mirror the right way.
Proceedings of the IVA '22: ACM International Conference on Intelligent Virtual Agents, Faro, Portugal, September 6, 2022

Speech Driven Tongue Animation.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021
Importance of Parasagittal Sensor Information in Tongue Motion Capture Through a Diphonic Analysis.
Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021

Speech-Driven Conversational Agents using Conditional Flow-VAEs.
Proceedings of the CVMP '21: European Conference on Visual Media Production, London, United Kingdom, December 6, 2021

2020
Learning Physics-Guided Face Relighting Under Directional Light.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019
Estimating Audience Engagement to Predict Movie Ratings.
IEEE Trans. Affect. Comput., 2019

Panoptic Studio: A Massively Multiview System for Social Interaction Capture.
IEEE Trans. Pattern Anal. Mach. Intell., 2019

Structural Decompositions for End-to-End Relighting.
CoRR, 2019

2018
From Faces to Outdoor Light Probes.
Comput. Graph. Forum, 2018

Joint Learning of Facial Expression and Head Pose from Speech.
Proceedings of the 19th Annual Conference of the International Speech Communication Association, 2018

2017
A deep learning approach for generalized speech animation.
ACM Trans. Graph., 2017

Kronecker-Markov Prior for Dynamic 3D Reconstruction.
IEEE Trans. Pattern Anal. Mach. Intell., 2017

Predicting Head Pose in Dyadic Conversation.
Proceedings of the Intelligent Virtual Agents - 17th International Conference, 2017

Predicting Head Pose from Speech with a Conditional Variational Autoencoder.
Proceedings of the 18th Annual Conference of the International Speech Communication Association, 2017

Hand Keypoint Detection in Single Images Using Multiview Bootstrapping.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Factorized Variational Autoencoders for Modeling Audience Reactions to Movies.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

2016
Discovering Team Structures in Soccer from Spatiotemporal Data.
IEEE Trans. Knowl. Data Eng., 2016

Chalkboarding: A New Spatiotemporal Query Paradigm for Sports Play Retrieval.
Proceedings of the 21st International Conference on Intelligent User Interfaces, 2016

Audio-to-Visual Speech Conversion Using Deep Neural Networks.
Proceedings of the 17th Annual Conference of the International Speech Communication Association, 2016

Synthetic Prior Design for Real-Time Face Tracking.
Proceedings of the Fourth International Conference on 3D Vision, 2016

2015
3D Trajectory Reconstruction under Perspective Projection.
Int. J. Comput. Vis., 2015

A Decision Tree Framework for Spatiotemporal Sequence Prediction.
Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015

Predicting Ball Ownership in Basketball from a Monocular View Using Only Player Trajectories.
Proceedings of the 2015 IEEE International Conference on Computer Vision Workshop, 2015

Panoptic Studio: A Massively Multiview System for Social Motion Capture.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Photogeometric Scene Flow for High-Detail Dynamic 3D Reconstruction.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

A mouth full of words: Visually consistent acoustic redubbing.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

2014
Predicting movie ratings from audience behaviors.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2014

Learning Fine-Grained Spatial Models for Dynamic Sports Play Prediction.
Proceedings of the 2014 IEEE International Conference on Data Mining, 2014

Identifying Team Style in Soccer Using Formations Learned from Spatiotemporal Tracking Data.
Proceedings of the 2014 IEEE International Conference on Data Mining Workshops, 2014

Large-Scale Analysis of Soccer Matches Using Spatiotemporal Tracking Data.
Proceedings of the 2014 IEEE International Conference on Data Mining, 2014

The effect of speaking rate on audio and visual speech.
Proceedings of the IEEE International Conference on Acoustics, 2014

Separable Spatiotemporal Priors for Convex Reconstruction of Time-Varying 3D Point Clouds.
Proceedings of the Computer Vision - ECCV 2014, 2014

Lighting Estimation in Outdoor Image Collections.
Proceedings of the 2nd International Conference on 3D Vision, 2014

2013
Fabricating 3D Figurines with Personalized Faces.
IEEE Computer Graphics and Applications, 2013

D-tech me: fabricating 3D figurines with personalized faces.
Proceedings of the International Conference on Computer Graphics and Interactive Techniques, 2013

One-man-band: a touch screen interface for producing live multi-camera sports broadcasts.
Proceedings of the ACM Multimedia Conference, 2013

Hybrid robotic/virtual pan-tilt-zom cameras for autonomous event recording.
Proceedings of the ACM Multimedia Conference, 2013

Assessing team strategy using spatiotemporal data.
Proceedings of the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2013

Representing and Discovering Adversarial Team Behaviors Using Player Roles.
Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

Recognising Team Activities from Noisy Data.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2013

Real-time content-aware texturing for deformable surfaces.
Proceedings of the Conference on Visual Media Production 2013, 2013

2012
In the Pursuit of Effective Affective Computing: The Relationship Between Features and Registration.
IEEE Trans. Syst. Man Cybern. Part B, 2012

Bilinear spatiotemporal basis models.
ACM Trans. Graph., 2012

Relating Objective and Subjective Performance Measures for AAM-Based Visual Speech Synthesis.
IEEE Trans. Speech Audio Process., 2012

Painful monitoring: Automatic pain monitoring using the UNBC-McMaster shoulder pain expression archive database.
Image Vis. Comput., 2012

Point-less calibration: Camera parameters from gradient-based alignment to edge images.
Proceedings of the IEEE Workshop on Applications of Computer Vision, 2012

Dynamic Units of Visual Speech.
Proceedings of the 2012 Eurographics/ACM SIGGRAPH Symposium on Computer Animation, 2012

Monocular Object Detection Using 3D Geometric Primitives.
Proceedings of the Computer Vision - ECCV 2012, 2012

Characterizing Multi-Agent Team Behavior from Partial Team Tracings: Evidence from the English Premier League.
Proceedings of the Twenty-Sixth AAAI Conference on Artificial Intelligence, 2012

2011
Automatically Detecting Pain in Video Through Facial Action Units.
IEEE Trans. Syst. Man Cybern. Part B, 2011

Interactive region-based linear 3D face models.
ACM Trans. Graph., 2011

Modeling and animating eye blinks.
ACM Trans. Appl. Percept., 2011

Content Retargeting Using Parameter-Parallel Facial Layers.
Proceedings of the 2011 Eurographics/ACM SIGGRAPH Symposium on Computer Animation, 2011

Facial Expression Transfer with Input-Output Temporal Restricted Boltzmann Machines.
Proceedings of the Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011. Proceedings of a meeting held 12-14 December 2011, 2011

Painful data: The UNBC-McMaster shoulder pain expression archive database.
Proceedings of the Ninth IEEE International Conference on Automatic Face and Gesture Recognition (FG 2011), 2011

Face Recognition Across Pose and Illumination.
Proceedings of the Handbook of Face Recognition, 2nd Edition., 2011

2010
Perceptually motivated guidelines for voice synchronization in film.
ACM Trans. Appl. Percept., 2010

Multi-PIE.
Image Vis. Comput., 2010

3D Reconstruction of a Moving Point from a Series of 2D Projections.
Proceedings of the Computer Vision, 2010

The Extended Cohn-Kanade Dataset (CK+): A complete dataset for action unit and emotion-specified expression.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2010

Motion fields to predict play evolution in dynamic sport scenes.
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

2009
High-presence, low-bandwidth, apparent 3D video-conferencing with a single camera.
Proceedings of the 10th Workshop on Image Analysis for Multimedia Interactive Services, 2009

Automatically detecting pain using facial actions.
Proceedings of the Affective Computing and Intelligent Interaction, 2009

Detecting depression from facial actions and vocal prosody.
Proceedings of the Affective Computing and Intelligent Interaction, 2009

2008
Multi-View AAM Fitting and Construction.
Int. J. Comput. Vis., 2008

Comparing text-driven and speech-driven visual speech synthesisers.
Proceedings of the 9th Annual Conference of the International Speech Communication Association, 2008

Increasing the density of Active Appearance Models.
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

On evaluating synthesised visual speech.
Proceedings of the International Conference on Auditory-Visual Speech Processing 2008, 2008

Active appearance models for facial analysis.
Proceedings of the International Conference on Auditory-Visual Speech Processing 2008, 2008

2007
2D vs. 3D Deformable Face Models: Representational Power, Construction, and Real-Time Fitting.
Int. J. Comput. Vis., 2007

Real-time expression cloning using appearance models.
Proceedings of the 9th International Conference on Multimodal Interfaces, 2007

2006
Active appearance models with occlusion.
Image Vis. Comput., 2006

Evaluating Error Functions for Robust Active Appearance Models.
Proceedings of the Seventh IEEE International Conference on Automatic Face and Gesture Recognition (FGR 2006), 2006

AAM Derived Face Representations for Robust Facial Action Recognition.
Proceedings of the Seventh IEEE International Conference on Automatic Face and Gesture Recognition (FGR 2006), 2006

2005
Generic vs. person specific active appearance models.
Image Vis. Comput., 2005

Multi-View AAM Fitting and Camera Calibration.
Proceedings of the 10th IEEE International Conference on Computer Vision (ICCV 2005), 2005

2004
Near-videorealistic synthetic talking faces: implementation and evaluation.
Speech Commun., 2004

The Template Update Problem.
IEEE Trans. Pattern Anal. Mach. Intell., 2004

Appearance-Based Face Recognition and Light-Fields.
IEEE Trans. Pattern Anal. Mach. Intell., 2004

Automatic Construction of Active Appearance Models as an Image Coding Problem.
IEEE Trans. Pattern Anal. Mach. Intell., 2004

Active Appearance Models Revisited.
Int. J. Comput. Vis., 2004

Lucas-Kanade 20 Years On: A Unifying Framework.
Int. J. Comput. Vis., 2004

Real-Time Combined 2D+3D Active Appearance Models.
Proceedings of the 2004 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2004), with CD-ROM, 27 June, 2004

Constructing and Fitting Active Appearance Models With Occlusion.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2004

Fitting a Single Active Appearance Model Simultaneously to Multiple Images.
Proceedings of the British Machine Vision Conference, 2004

2003
Near-videorealistic synthetic visual speech using non-rigid appearance models.
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003

2.5D Visual Speech Synthesis Using Appearance Models.
Proceedings of the British Machine Vision Conference, 2003

Evaluation of a talking head based on appearance models.
Proceedings of the AVSP 2003, 2003

2002
Extraction of Visual Features for Lipreading.
IEEE Trans. Pattern Anal. Mach. Intell., 2002

Towards video realistic synthetic visual speech.
Proceedings of the IEEE International Conference on Acoustics, 2002

Eigen Light-Fields and Face Recognition Across Pose.
Proceedings of the 5th IEEE International Conference on Automatic Face and Gesture Recognition (FGR 2002), 2002

Fisher Light-Fields for Face Recognition across Pose and Illumination.
Proceedings of the Pattern Recognition, 2002

2001
Large-vocabulary audio-visual speech recognition: a summary of the Johns Hopkins Summer 2000 Workshop.
Proceedings of the Fourth IEEE Workshop on Multimedia Signal Processing, 2001

A Comparison Of Model And Transform-Based Visual Features For Audio-Visual LVCSR.
Proceedings of the 2001 IEEE International Conference on Multimedia and Expo, 2001

Tele-Graffiti: A Pen and Paper-Based Remote Sketching System.
Proceedings of the Eighth International Conference On Computer Vision (ICCV-01), Vancouver, British Columbia, Canada, July 7-14, 2001, 2001

Equivalence and Efficiency of Image Alignment Algorithms.
Proceedings of the 2001 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2001), 2001

Visual speech synthesis using statistical models of shape and appearance.
Proceedings of the Auditory-Visual Speech Processing, 2001

1998
Nonlinear scale decomposition based features for visual speech recognition.
Proceedings of the 9th European Signal Processing Conference, 1998

A Comparison of Active Shape Model and Scale Decomposition Based Features for Visual Speech Recognition.
Proceedings of the Computer Vision, 1998

Lipreading Using Shape, Shading and Scale.
Proceedings of the Auditory-Visual Speech Processing, 1998

1997
Lip reading from scale-space measurements.
Proceedings of the 1997 Conference on Computer Vision and Pattern Recognition (CVPR '97), 1997

Combining noise compensation with visual information in speech recognition.
Proceedings of the ESCA Workshop on Audio-Visual Speech Processing, 1997

1996
Audiovisual speech recognition using multiscale nonlinear image decomposition.
Proceedings of the 4th International Conference on Spoken Language Processing, 1996


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