Shaun J. Canavan

Orcid: 0000-0002-1538-476X

According to our database1, Shaun J. Canavan authored at least 66 papers between 2009 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Spatio-Temporal Graph Analytics on Secondary Affect Data for Improving Trustworthy Emotional AI.
IEEE Trans. Affect. Comput., 2024

Time to retire F1-binary score for action unit detection.
Pattern Recognit. Lett., 2024

Mitigating Class Imbalance for Facial Expression Recognition Using SMOTE on Deep Features.
Proceedings of the 18th IEEE International Conference on Automatic Face and Gesture Recognition, 2024

Context-based Dataset for Analysis of Videos of Autistic Children.
Proceedings of the 18th IEEE International Conference on Automatic Face and Gesture Recognition, 2024

Welcome.
Proceedings of the 18th IEEE International Conference on Automatic Face and Gesture Recognition, 2024

FlowCon: Out-of-Distribution Detection Using Flow-Based Contrastive Learning.
Proceedings of the Computer Vision - ECCV 2024, 2024

2023
Cooperative Learning for Personalized Context-Aware Pain Assessment From Wearable Data.
IEEE J. Biomed. Health Informatics, November, 2023

Detecting Forged Facial Videos Using Convolutional Neural Networks.
Proceedings of the IEEE International Symposium on Smart Electronic Systems, 2023

Multimodal Context-Based Continuous Authentication.
Proceedings of the IEEE International Joint Conference on Biometrics, 2023

Association Between Chronic Back Pain and Protective Behaviors is Subjective and Context Dependent.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

Predicting Loneliness from Subject Self-Report.
Proceedings of the 11th International Conference on Affective Computing and Intelligent Interaction, 2023

An Automated Data Cleaning Framework for Improving Facial Expression Classification.
Proceedings of the 11th International Conference on Affective Computing and Intelligent Interaction, ACII 2023, 2023

2022
AffectiveTDA: Using Topological Data Analysis to Improve Analysis and Explainability in Affective Computing.
IEEE Trans. Vis. Comput. Graph., 2022

Classification of emotions using EEG activity associated with different areas of the brain.
Pattern Recognit. Lett., 2022

Random Forest Regression for continuous affect using Facial Action Units.
CoRR, 2022

Quantified Facial Expressiveness for Affective Behavior Analytics.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022

Expression Recognition Using a Flow-Based Latent-Space Representation.
Proceedings of the Pattern Recognition, Computer Vision, and Image Processing. ICPR 2022 International Workshops and Challenges, 2022

2021
Clustering of Physiological Signals by Emotional State, Race, and Sex.
Proceedings of the ICMI '21 Companion: Companion Publication of the 2021 International Conference on Multimodal Interaction, Montreal, QC, Canada, October 18, 2021

Expression Recognition Across Age.
Proceedings of the 16th IEEE International Conference on Automatic Face and Gesture Recognition, 2021

Real-time Ubiquitous Pain Recognition.
Proceedings of the 2021 9th International Conference on Affective Computing and Intelligent Interaction, 2021

Investigation into Recognizing Context Over Time using Physiological Signals.
Proceedings of the 9th International Conference on Affective Computing and Intelligent Interaction, 2021

Task-based Classification of Reflective Thinking Using Mixture of Classifiers.
Proceedings of the 2021 9th International Conference on Affective Computing and Intelligent Interaction, 2021

2020
Gaze-based classification of autism spectrum disorder.
Pattern Recognit. Lett., 2020

Accounting for Affect in Pain Level Recognition.
CoRR, 2020

Impact of Action Unit Occurrence Patterns on Detection.
CoRR, 2020

Detecting Forged Facial Videos using convolutional neural network.
CoRR, 2020

Facial Action Unit Detection using 3D Facial Landmarks.
CoRR, 2020

Impact of multiple modalities on emotion recognition: investigation into 3d facial landmarks, action units, and physiological data.
CoRR, 2020

Quantified Facial Temporal-Expressiveness Dynamics for Affect Analysis.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

Multimodal Physiological-Based Emotion Recognition.
Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020

Subject Identification Across Large Expression Variations Using 3D Facial Landmarks.
Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020

Classification of Autism Spectrum Disorder Across Age Using Questionnaire and Demographic Information.
Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020

Recognizing Emotion in the Wild using Multimodal Data.
Proceedings of the ICMI '20: International Conference on Multimodal Interaction, 2020

Multimodal Multilevel Fusion for Sequential Protective Behavior Detection and Pain Estimation.
Proceedings of the 15th IEEE International Conference on Automatic Face and Gesture Recognition, 2020

Sign Language Recognition in Virtual Reality.
Proceedings of the 15th IEEE International Conference on Automatic Face and Gesture Recognition, 2020

Mood Versus Identity: Studying the Influence of Affective States on Mobile Biometrics.
Proceedings of the 15th IEEE International Conference on Automatic Face and Gesture Recognition, 2020

Three-level Training of Multi-Head Architecture for Pain Detection.
Proceedings of the 15th IEEE International Conference on Automatic Face and Gesture Recognition, 2020

Recognizing Perceived Emotions from Facial Expressions.
Proceedings of the 15th IEEE International Conference on Automatic Face and Gesture Recognition, 2020

Multimodal Fusion of Physiological Signals and Facial Action Units for Pain Recognition.
Proceedings of the 15th IEEE International Conference on Automatic Face and Gesture Recognition, 2020

Real-time Action Unit Intensity Detection.
Proceedings of the 15th IEEE International Conference on Automatic Face and Gesture Recognition, 2020

2019
Multi-subspace supervised descent method for robust face alignment.
Multim. Tools Appl., 2019

Studying the Impact of Mood on Identifying Smartphone Users.
CoRR, 2019

Fusion of Hand-crafted and Deep Features for Empathy Prediction.
Proceedings of the 14th IEEE International Conference on Automatic Face & Gesture Recognition, 2019

Deformable Synthesis Model for Emotion Recognition.
Proceedings of the 14th IEEE International Conference on Automatic Face & Gesture Recognition, 2019

Sign Language Recognition: Learning American Sign Language in a Virtual Environment.
Proceedings of the Extended Abstracts of the 2019 CHI Conference on Human Factors in Computing Systems, 2019

Synthesizing Physiological and Motion Data for Stress and Meditation Detection.
Proceedings of the 8th International Conference on Affective Computing and Intelligent Interaction Workshops and Demos, 2019

Emotion Recognition Using Fused Physiological Signals.
Proceedings of the 8th International Conference on Affective Computing and Intelligent Interaction, 2019

2018
Spontaneous and Non-Spontaneous 3D Facial Expression Recognition Using a Statistical Model with Global and Local Constraints.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

Ubiquitous Emotion Recognition Using Audio and Video Data.
Proceedings of the 2018 ACM International Joint Conference and 2018 International Symposium on Pervasive and Ubiquitous Computing and Wearable Computers, 2018

Ubiquitous Emotion Recognition with Multimodal Mobile Interfaces.
Proceedings of the 2018 ACM International Joint Conference and 2018 International Symposium on Pervasive and Ubiquitous Computing and Wearable Computers, 2018

2017
Hand gesture recognition using a skeleton-based feature representation with a random regression forest.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

Combining gaze and demographic feature descriptors for autism classification.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

2016
Multimodal Spontaneous Emotion Corpus for Human Behavior Analysis.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

2015
Landmark localization on 3D/4D range data using a shape index-based statistical shape model with global and local constraints.
Comput. Vis. Image Underst., 2015

Feature detection and tracking on geometric mesh data using a combined global and local shape model for face analysis.
Proceedings of the IEEE 7th International Conference on Biometrics Theory, 2015

2014
BP4D-Spontaneous: a high-resolution spontaneous 3D dynamic facial expression database.
Image Vis. Comput., 2014

2013
Art Critic: Multisignal Vision and Speech Interaction System in a Gaming Context.
IEEE Trans. Cybern., 2013

Fitting and tracking 3D/4D facial data using a temporal deformable shape model.
Proceedings of the 2013 IEEE International Conference on Multimedia and Expo, 2013

A high-resolution spontaneous 3D dynamic facial expression database.
Proceedings of the 10th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, 2013

2012
A dynamic curvature based approach for facial activity analysis in 3D space.
Proceedings of the 2012 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, 2012

2011
A Multi-Gesture Interaction System Using a 3-D Iris Disk Model for Gaze Estimation and an Active Appearance Model for 3-D Hand Pointing.
IEEE Trans. Multim., 2011

3D face sketch modeling and assessment for component based face recognition.
Proceedings of the 2011 IEEE International Joint Conference on Biometrics, 2011

Recognizing face sketches by a large number of human subjects: A perception-based study for facial distinctiveness.
Proceedings of the Ninth IEEE International Conference on Automatic Face and Gesture Recognition (FG 2011), 2011

2010
Hand Pointing Estimation for Human Computer Interaction Based on Two Orthogonal-Views.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

Evaluation of Multi-frame Fusion Based Face Classification Under Shadow.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

2009
Dynamic face appearance modeling and sight direction estimation based on local region tracking and scale-space topo-represention.
Proceedings of the 2009 IEEE International Conference on Multimedia and Expo, 2009


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