Michel F. Valstar
Orcid: 0000-0003-2414-161XAffiliations:
- University of Nottingham, School of Computer Science
According to our database1,
Michel F. Valstar
authored at least 137 papers
between 2004 and 2024.
Collaborative distances:
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Bibliography
2024
COLD Fusion: Calibrated and Ordinal Latent Distribution Fusion for Uncertainty-Aware Multimodal Emotion Recognition.
IEEE Trans. Pattern Anal. Mach. Intell., February, 2024
CoRR, 2024
2023
Modelling Stochastic Context of Audio-Visual Expressive Behaviour With Affective Processes.
IEEE Trans. Affect. Comput., 2023
Learning Person-Specific Cognition From Facial Reactions for Automatic Personality Recognition.
IEEE Trans. Affect. Comput., 2023
Self-Supervised Learning of Person-Specific Facial Dynamics for Automatic Personality Recognition.
IEEE Trans. Affect. Comput., 2023
A Transfer Learning Approach to Heatmap Regression for Action Unit Intensity Estimation.
IEEE Trans. Affect. Comput., 2023
REACT2023: the first Multi-modal Multiple Appropriate Facial Reaction Generation Challenge.
CoRR, 2023
Proceedings of the 31st ACM International Conference on Multimedia, 2023
2022
IEEE Trans. Affect. Comput., 2022
IEEE Trans. Affect. Comput., 2022
Are 3D Face Shapes Expressive Enough for Recognising Continuous Emotions and Action Unit Intensities?
CoRR, 2022
Continuous-Time Audiovisual Fusion with Recurrence vs. Attention for In-The-Wild Affect Recognition.
CoRR, 2022
Time-Continuous Audiovisual Fusion with Recurrence vs Attention for In-The-Wild Affect Recognition.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022
2021
Two-stage Temporal Modelling Framework for Video-based Depression Recognition using Graph Representation.
CoRR, 2021
Learning Graph Representation of Person-specific Cognitive Processes from Audio-visual Behaviours for Automatic Personality Recognition.
CoRR, 2021
Personality Recognition by Modelling Person-specific Cognitive Processes using Graph Representation.
Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021
Designing an Adaptive Embodied Conversational Agent for Health Literacy: a User Study.
Proceedings of the IVA '21: ACM International Conference on Intelligent Virtual Agents, 2021
Design and Evaluation of Virtual Human Mediated Tasks for Assessment of Depression and Anxiety.
Proceedings of the IVA '21: ACM International Conference on Intelligent Virtual Agents, 2021
Proceedings of the Interspeech 2021, 22nd Annual Conference of the International Speech Communication Association, Brno, Czechia, 30 August, 2021
Proceedings of the International Joint Conference on Neural Networks, 2021
Apparent Personality Recognition from Uncertainty-Aware Facial Emotion Predictions using Conditional Latent Variable Models.
Proceedings of the 16th IEEE International Conference on Automatic Face and Gesture Recognition, 2021
Affective Processes: Stochastic Modelling of Temporal Context for Emotion and Facial Expression Recognition.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021
ALTCAI: Enabling the Use of Embodied Conversational Agents to Deliver Informal Health Advice during Wizard of Oz Studies.
Proceedings of the CUI 2021, 2021
A simple baseline for evaluating Expression Transfer and Anonymisation in Video Transfer.
Proceedings of the 2021 9th International Conference on Affective Computing and Intelligent Interaction, 2021
2020
A Transfer Learning approach to Heatmap Regression for Action Unit intensity estimation.
CoRR, 2020
Proceedings of the 25th International Conference on Pattern Recognition, 2020
Proceedings of the 25th International Conference on Pattern Recognition, 2020
Proceedings of the 15th IEEE International Conference on Automatic Face and Gesture Recognition, 2020
EMOPAIN Challenge 2020: Multimodal Pain Evaluation from Facial and Bodily Expressions.
Proceedings of the 15th IEEE International Conference on Automatic Face and Gesture Recognition, 2020
Proceedings of the 2nd Conference on Conversational User Interfaces, 2020
2019
Image Vis. Comput., 2019
AVEC 2019 Workshop and Challenge: State-of-Mind, Detecting Depression with AI, and Cross-Cultural Affect Recognition.
Proceedings of the 9th International on Audio/Visual Emotion Challenge and Workshop, 2019
Proceedings of the 27th ACM International Conference on Multimedia, 2019
Proceedings of the 19th ACM International Conference on Intelligent Virtual Agents, 2019
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019
Proceedings of the 8th International Conference on Affective Computing and Intelligent Interaction, 2019
Automatic prediction of Depression and Anxiety from behaviour and personality attributes.
Proceedings of the 8th International Conference on Affective Computing and Intelligent Interaction, 2019
Proceedings of the 8th International Conference on Affective Computing and Intelligent Interaction, 2019
Proceedings of the Handbook of Multimodal-Multisensor Interfaces: Language Processing, Software, Commercialization, and Emerging Directions, 2019
2018
Introduction to the Special Section on Multimedia Computing and Applications of Socio-Affective Behaviors in the Wild.
ACM Trans. Multim. Comput. Commun. Appl., 2018
IEEE Trans. Pattern Anal. Mach. Intell., 2018
IEEE Trans. Pattern Anal. Mach. Intell., 2018
CoRR, 2018
Applying Cooperative Machine Learning to Speed Up the Annotation of Social Signals in Large Multi-modal Corpora.
CoRR, 2018
Proceedings of the 2018 ACM Multimedia Conference on Multimedia Conference, 2018
AVEC 2018 Workshop and Challenge: Bipolar Disorder and Cross-Cultural Affect Recognition.
Proceedings of the 2018 on Audio/Visual Emotion Challenge and Workshop, 2018
Noise Invariant Frame Selection: A Simple Method to Address the Background Noise Problem for Text-independent Speaker Verification.
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018
Proceedings of the 13th IEEE International Conference on Automatic Face & Gesture Recognition, 2018
Human Behaviour-Based Automatic Depression Analysis Using Hand-Crafted Statistics and Deep Learned Spectral Features.
Proceedings of the 13th IEEE International Conference on Automatic Face & Gesture Recognition, 2018
Proceedings of the 13th IEEE International Conference on Automatic Face & Gesture Recognition, 2018
A trigger-substrate model for smiling during an automated formative quiz: engagement is the substrate, not frustration.
Proceedings of the 36th European Conference on Cognitive Ergonomics, 2018
Proceedings of the British Machine Vision Conference 2018, 2018
2017
Proceedings of the 7th Annual Workshop on Audio/Visual Emotion Challenge, Mountain View, CA, USA, October 23, 2017
Proceedings of the 2017 ACM on Multimedia Conference, 2017
Proceedings of the 19th ACM International Conference on Multimodal Interaction, 2017
Proceedings of the 19th ACM International Conference on Multimodal Interaction, 2017
FERA 2017 - Addressing Head Pose in the Third Facial Expression Recognition and Analysis Challenge.
Proceedings of the 12th IEEE International Conference on Automatic Face & Gesture Recognition, 2017
Proceedings of the 12th IEEE International Conference on Automatic Face & Gesture Recognition, 2017
Proceedings of the 12th IEEE International Conference on Automatic Face & Gesture Recognition, 2017
Fusing Deep Learned and Hand-Crafted Features of Appearance, Shape, and Dynamics for Automatic Pain Estimation.
Proceedings of the 12th IEEE International Conference on Automatic Face & Gesture Recognition, 2017
2016
The Automatic Detection of Chronic Pain-Related Expression: Requirements, Challenges and the Multimodal EmoPain Dataset.
IEEE Trans. Affect. Comput., 2016
Cascaded regression with sparsified feature covariance matrix for facial landmark detection.
Pattern Recognit. Lett., 2016
L<sub>2, 1</sub>-based regression and prediction accumulation across views for robust facial landmark detection.
Image Vis. Comput., 2016
Proceedings of the 2016 IEEE Winter Conference on Applications of Computer Vision, 2016
Proceedings of the 6th International Workshop on Audio/Visual Emotion Challenge, 2016
Summary for AVEC 2016: Depression, Mood, and Emotion Recognition Workshop and Challenge.
Proceedings of the 2016 ACM Conference on Multimedia Conference, 2016
Proceedings of the Intelligent Virtual Agents - 16th International Conference, 2016
Proceedings of the Intelligent Virtual Agents - 16th International Conference, 2016
Proceedings of the 18th ACM International Conference on Multimodal Interaction, 2016
Proceedings of the Computer Vision - ECCV 2016, 2016
Proceedings of the Computer Vision - ECCV 2016 Workshops, 2016
Proceedings of the Computer Vision - ECCV 2016 Workshops, 2016
ChaLearn Looking at People and Faces of the World: Face AnalysisWorkshop and Challenge 2016.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2016
Computational Models of Emotion, Personality, and Social Relationships for Interactions in Games: (Extended Abstract).
Proceedings of the 2016 International Conference on Autonomous Agents & Multiagent Systems, 2016
2015
Frontiers ICT, 2015
AV+EC 2015: The First Affect Recognition Challenge Bridging Across Audio, Video, and Physiological Data.
Proceedings of the 5th International Workshop on Audio/Visual Emotion Challenge, 2015
Proceedings of the 23rd Annual ACM Conference on Multimedia Conference, MM '15, Brisbane, Australia, October 26, 2015
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015
Learning to Transfer: Transferring Latent Task Structures and Its Application to Person-Specific Facial Action Unit Detection.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015
Proceedings of the 11th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, 2015
Proceedings of the 11th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, 2015
Proceedings of the 11th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, 2015
Proceedings of the 2015 International Conference on Affective Computing and Intelligent Interaction, 2015
2014
IEEE Trans. Cybern., 2014
Proceedings of the 4th International Workshop on Audio/Visual Emotion Challenge, 2014
Proceedings of the ACM International Conference on Multimedia, MM '14, Orlando, FL, USA, November 03, 2014
Proceedings of the Intelligent Virtual Agents - 14th International Conference, 2014
Finding information about mental health in microblogging platforms: a case study of depression.
Proceedings of the Fifth Information Interaction in Context Symposium, 2014
Proceedings of the 22nd International Conference on Pattern Recognition, 2014
Proceedings of the 22nd International Conference on Pattern Recognition, 2014
Proceedings of the 2014 Workshop on Roadmapping the Future of Multimodal Interaction Research including Business Opportunities and Challenges, 2014
MTS: A Multiple Temporal Scale Tracker Handling Occlusion and Abrupt Motion Variation.
Proceedings of the Computer Vision - ACCV 2014, 2014
2013
IEEE Trans. Pattern Anal. Mach. Intell., 2013
Proceedings of the 3rd ACM international workshop on Audio/visual emotion challenge, 2013
Workshop summary for the 3rd international audio/visual emotion challenge and workshop (AVEC'13).
Proceedings of the ACM Multimedia Conference, 2013
Distribution-based iterative pairwise classification of emotions in the wild using LGBP-TOP.
Proceedings of the 2013 International Conference on Multimodal Interaction, 2013
Guided Unsupervised Learning of Mode Specific Models for Facial Point Detection in the Wild.
Proceedings of the 2013 IEEE International Conference on Computer Vision Workshops, 2013
Local Gabor Binary Patterns from Three Orthogonal Planes for Automatic Facial Expression Recognition.
Proceedings of the 2013 Humaine Association Conference on Affective Computing and Intelligent Interaction, 2013
2012
IEEE Trans. Syst. Man Cybern. Part B, 2012
IEEE Trans. Syst. Man Cybern. Part B, 2012
IEEE Trans. Affect. Comput., 2012
The SEMAINE Database: Annotated Multimodal Records of Emotionally Colored Conversations between a Person and a Limited Agent.
IEEE Trans. Affect. Comput., 2012
Proceedings of the 2012 International Conference on Privacy, 2012
Proceedings of the International Conference on Multimodal Interaction, 2012
Proceedings of the International Conference on Multimodal Interaction, 2012
2011
Cost-effective solution to synchronised audio-visual data capture using multiple sensors.
Image Vis. Comput., 2011
Facial Action Recognition using sparse appearance descriptors and their pyramid representations.
Proceedings of the 2011 Imperial College Computing Student Workshop, 2011
Proceedings of the Ninth IEEE International Conference on Automatic Face and Gesture Recognition (FG 2011), 2011
Proceedings of the Ninth IEEE International Conference on Automatic Face and Gesture Recognition (FG 2011), 2011
Action unit detection using sparse appearance descriptors in space-time video volumes.
Proceedings of the Ninth IEEE International Conference on Automatic Face and Gesture Recognition (FG 2011), 2011
String-based audiovisual fusion of behavioural events for the assessment of dimensional affect.
Proceedings of the Ninth IEEE International Conference on Automatic Face and Gesture Recognition (FG 2011), 2011
Proceedings of the Affective Computing and Intelligent Interaction, 2011
Proceedings of the Affective Computing and Intelligent Interaction, 2011
Proceedings of the Affective Computing and Intelligent Interaction, 2011
2010
Proceedings of the 20th International Conference on Pattern Recognition, 2010
Proceedings of the 2010 IEEE International Conference on Multimedia and Expo, 2010
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010
2009
Proceedings of the Sixth IEEE International Conference on Advanced Video and Signal Based Surveillance, 2009
Proceedings of the Affective Computing and Intelligent Interaction, 2009
2008
PhD thesis, 2008
Multivariate Statistical Analysis of Whole Brain Structural Networks Obtained Using Probabilistic Tractography.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2008
Proceedings of the 8th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2008), 2008
Proceedings of the Third International Conference on Digital Interactive Media in Entertainment and Arts, 2008
2007
Proceedings of the 9th International Conference on Multimodal Interfaces, 2007
Combined Support Vector Machines and Hidden Markov Models for Modeling Facial Action Temporal Dynamics.
Proceedings of the Human-Computer Interaction, 2007
2006
Proceedings of the 8th International Conference on Multimodal Interfaces, 2006
Proceedings of the 2006 IEEE International Conference on Multimedia and Expo, 2006
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2006
2005
Proceedings of the 2005 IEEE International Conference on Multimedia and Expo, 2005
Facial Action Unit Detection using Probabilistic Actively Learned Support Vector Machines on Tracked Facial Point Data.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2005
2004
Proceedings of the IEEE International Conference on Systems, 2004