Shaun J. Canavan

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 58

Top Topics

Multimodal Fusion

Affective States

Motion Recognition

Physiological Signals

Top Venues

Pattern Recognit. Lett.

Publications

Sk Rahatul Jannat, Heather Agazzi, Shaun J. Canavan
Context-based Dataset for Analysis of Videos of Autistic Children. FG (2024)
Tara Nourivandi, Saurabh Hinduja, Shivam Srivastava, Jeffrey F. Cohn, Shaun J. Canavan
Mitigating Class Imbalance for Facial Expression Recognition Using SMOTE on Deep Features. FG (2024)
Saurabh Hinduja, Tara Nourivandi, Jeffrey F. Cohn, Shaun J. Canavan
Time to retire F1-binary score for action unit detection. Pattern Recognit. Lett. 182 (2024)
Saandeep Aathreya, Shaun J. Canavan
FlowCon: Out-of-Distribution Detection using Flow-Based Contrastive Learning. CoRR (2024)
Hazim Kemal Ekenel, Albert Ali Salah, Arun Ross, Vitomir Struc, Lale Akarun, Xilin Chen, Shaun J. Canavan
Welcome. FG (2024)
Md Taufeeq Uddin, Lijun Yin, Shaun J. Canavan
Spatio-Temporal Graph Analytics on Secondary Affect Data for Improving Trustworthy Emotional AI. IEEE Trans. Affect. Comput. 15 (1) (2024)
Liza Jivnani, Fallon Goodman, Jonathan Rottenberg, Shaun J. Canavan
Predicting Loneliness from Subject Self-Report. ACII (2023)
Saandeep Aathreya, Meghna Chaudhary, Tempestt J. Neal, Shaun J. Canavan
Multimodal Context-Based Continuous Authentication. IJCB (2023)
Neilesh Sambhu, Shaun J. Canavan
Detecting Forged Facial Videos Using Convolutional Neural Networks. iSES (2023)
Md Taufeeq Uddin, Ghada Zamzmi, Shaun J. Canavan
Association Between Chronic Back Pain and Protective Behaviors is Subjective and Context Dependent. EMBC (2023)
Anis Elebiary, Saandeep Aathreya, Shaun J. Canavan
An Automated Data Cleaning Framework for Improving Facial Expression Classification. ACIIW (2023)
Md Taufeeq Uddin, Ghada Zamzmi, Shaun J. Canavan
Cooperative Learning for Personalized Context-Aware Pain Assessment From Wearable Data. IEEE J. Biomed. Health Informatics 27 (11) (2023)
Rupal Agarwal, Marvin Andujar, Shaun J. Canavan
Classification of emotions using EEG activity associated with different areas of the brain. Pattern Recognit. Lett. 162 (2022)
Saandeep Aathreya, Shaun J. Canavan
Expression Recognition Using a Flow-Based Latent-Space Representation. ICPR Workshops (4) (2022)
Hamza Elhamdadi, Shaun J. Canavan, Paul Rosen
AffectiveTDA: Using Topological Data Analysis to Improve Analysis and Explainability in Affective Computing. IEEE Trans. Vis. Comput. Graph. 28 (1) (2022)
Md Taufeeq Uddin, Shaun J. Canavan
Quantified Facial Expressiveness for Affective Behavior Analytics. WACV (2022)
Saurabh Hinduja, Shaun J. Canavan, Liza Jivnani, Sk Rahatul Jannat, V. Sri Chakra Kumar
Random Forest Regression for continuous affect using Facial Action Units. CoRR (2022)
Khadija Zanna, Tempestt J. Neal, Shaun J. Canavan
Clustering of Physiological Signals by Emotional State, Race, and Sex. ICMI Companion (2021)
Hamza Elhamdadi, Shaun J. Canavan, Paul Rosen
AffectiveTDA: Using Topological Data Analysis to Improve Analysis and Explainability in Affective Computing. CoRR (2021)
Iyonna Tynes, Shaun J. Canavan
Real-time Ubiquitous Pain Recognition. ACII (Workshops and Demos) (2021)
Sk Rahatul Jannat, Shaun J. Canavan
Expression Recognition Across Age. FG (2021)
Saurabh Hinduja, Gurmeet Kaur, Shaun J. Canavan
Investigation into Recognizing Context Over Time using Physiological Signals. ACII (2021)
Md Taufeeq Uddin, Shaun J. Canavan
Quantified Facial Expressiveness for Affective Behavior Analytics. CoRR (2021)
Diego Fabiano, Shaun J. Canavan, Heather Agazzi, Saurabh Hinduja, Dmitry B. Goldgof
Gaze-based classification of autism spectrum disorder. Pattern Recognit. Lett. 135 (2020)
Md Taufeeq Uddin, Shaun J. Canavan
Quantified Facial Temporal-Expressiveness Dynamics for Affect Analysis. ICPR (2020)
Saurabh Hinduja, Shaun J. Canavan
Facial Action Unit Detection using 3D Facial Landmarks. CoRR (2020)
Sk Rahatul Jannat, Shaun J. Canavan
Classification of Autism Spectrum Disorder Across Age Using Questionnaire and Demographic Information. ICPR Workshops (2) (2020)
Tempestt J. Neal, Shaun J. Canavan
Mood Versus Identity: Studying the Influence of Affective States on Mobile Biometrics. FG (2020)
Sk Rahatul Jannat, Diego Fabiano, Shaun J. Canavan, Tempestt J. Neal
Subject Identification Across Large Expression Variations Using 3D Facial Landmarks. ICPR Workshops (1) (2020)
Saurabh Hinduja, Shaun J. Canavan, Gurmeet Kaur
Multimodal Fusion of Physiological Signals and Facial Action Units for Pain Recognition. FG (2020)
Jacob Schioppo, Zachary Meyer, Diego Fabiano, Shaun J. Canavan
Sign Language Recognition in Virtual Reality. FG (2020)
Diego Fabiano, Manikandan Jaishanker, Shaun J. Canavan
Impact of multiple modalities on emotion recognition: investigation into 3d facial landmarks, action units, and physiological data. CoRR (2020)
Astha Sharma, Shaun J. Canavan
Multimodal Physiological-Based Emotion Recognition. ICPR Workshops (2) (2020)
Md Taufeeq Uddin, Shaun J. Canavan, Ghada Zamzmi
Accounting for Affect in Pain Level Recognition. CoRR (2020)
Saurabh Hinduja, Shaun J. Canavan, Saandeep Aathreya
Impact of Action Unit Occurrence Patterns on Detection. CoRR (2020)
Saandeep Aathreya Sidhapur Lakshminarayan, Saurabh Hinduja, Shaun J. Canavan
Three-level Training of Multi-Head Architecture for Pain Detection. FG (2020)
Saurabh Hinduja, Shaun J. Canavan
Real-time Action Unit Intensity Detection. FG (2020)
Sk Rahatul Jannat, Diego Fabiano, Shaun J. Canavan, Tempestt J. Neal
Subject Identification Across Large Expression Variations Using 3D Facial Landmarks. CoRR (2020)
Saurabh Hinduja, Shaun J. Canavan, Lijun Yin
Recognizing Perceived Emotions from Facial Expressions. FG (2020)
Md Taufeeq Uddin, Shaun J. Canavan
Quantified Facial Temporal-Expressiveness Dynamics for Affect Analysis. CoRR (2020)
Md Taufeeq Uddin, Shaun J. Canavan
Multimodal Multilevel Fusion for Sequential Protective Behavior Detection and Pain Estimation. FG (2020)
Neilesh Sambhu, Shaun J. Canavan
Detecting Forged Facial Videos using convolutional neural network. CoRR (2020)
Shivam Srivastava, Saandeep Aathreya Sidhapur Lakshminarayan, Saurabh Hinduja, Sk Rahatul Jannat, Hamza Elhamdadi, Shaun J. Canavan
Recognizing Emotion in the Wild using Multimodal Data. ICMI (2020)
Diego Fabiano, Shaun J. Canavan
Deformable Synthesis Model for Emotion Recognition. FG (2019)
Md Taufeeq Uddin, Shaun J. Canavan
Synthesizing Physiological and Motion Data for Stress and Meditation Detection. ACII Workshops (2019)
Jianwen Lou, Xiaoxu Cai, Yiming Wang, Hui Yu, Shaun J. Canavan
Multi-subspace supervised descent method for robust face alignment. Multim. Tools Appl. 78 (24) (2019)
Jacob Schioppo, Zachary Meyer, Diego Fabiano, Shaun J. Canavan
Sign Language Recognition: Learning American Sign Language in a Virtual Environment. CHI Extended Abstracts (2019)
Saurabh Hinduja, Md Taufeeq Uddin, Sk Rahatul Jannat, Astha Sharma, Shaun J. Canavan
Fusion of Hand-crafted and Deep Features for Empathy Prediction. FG (2019)
Khadija Zanna, Sayde King, Tempestt J. Neal, Shaun J. Canavan
Studying the Impact of Mood on Identifying Smartphone Users. CoRR (2019)
Diego Fabiano, Shaun J. Canavan
Emotion Recognition Using Fused Physiological Signals. ACII (2019)
Diego Fabiano, Shaun J. Canavan
Spontaneous and Non-Spontaneous 3D Facial Expression Recognition Using a Statistical Model with Global and Local Constraints. ICIP (2018)
Rahatul Jannat, Iyonna Tynes, Lott La Lime, Juan Adorno, Shaun J. Canavan
Ubiquitous Emotion Recognition Using Audio and Video Data. UbiComp/ISWC Adjunct (2018)
Shaun J. Canavan, Marvin Andujar, Lijun Yin, Anton Nijholt, Elizabeth Schotter
Ubiquitous Emotion Recognition with Multimodal Mobile Interfaces. UbiComp/ISWC Adjunct (2018)
Shaun J. Canavan, Walter Keyes, Ryan Mccormick, Julie Kunnumpurath, Tanner Hoelzel, Lijun Yin
Hand gesture recognition using a skeleton-based feature representation with a random regression forest. ICIP (2017)
Shaun J. Canavan, Melanie Chen, Song Chen, Robert Valdez, Miles Yaeger, Huiyi Lin, Lijun Yin
Combining gaze and demographic feature descriptors for autism classification. ICIP (2017)
Zheng Zhang, Jeffrey M. Girard, Yue Wu, Xing Zhang, Peng Liu, Umur A. Ciftci, Shaun J. Canavan, Michael Reale, Andrew Horowitz, Huiyuan Yang, Jeffrey F. Cohn, Qiang Ji, Lijun Yin
Multimodal Spontaneous Emotion Corpus for Human Behavior Analysis. CVPR (2016)
Shaun J. Canavan, Lijun Yin
Feature detection and tracking on geometric mesh data using a combined global and local shape model for face analysis. BTAS (2015)
Shaun J. Canavan, Peng Liu, Xing Zhang, Lijun Yin
Landmark localization on 3D/4D range data using a shape index-based statistical shape model with global and local constraints. Comput. Vis. Image Underst. 139 (2015)
Xing Zhang, Lijun Yin, Jeffrey F. Cohn, Shaun J. Canavan, Michael Reale, Andy Horowitz, Peng Liu, Jeffrey M. Girard
BP4D-Spontaneous: a high-resolution spontaneous 3D dynamic facial expression database. Image Vis. Comput. 32 (10) (2014)
Shaun J. Canavan, Xing Zhang, Lijun Yin
Fitting and tracking 3D/4D facial data using a temporal deformable shape model. ICME (2013)
Michael Reale, Peng Liu, Lijun Yin, Shaun J. Canavan
Art Critic: Multisignal Vision and Speech Interaction System in a Gaming Context. IEEE Trans. Cybern. 43 (6) (2013)
Xing Zhang, Lijun Yin, Jeffrey F. Cohn, Shaun J. Canavan, Michael Reale, Andy Horowitz, Peng Liu
A high-resolution spontaneous 3D dynamic facial expression database. FG (2013)
Shaun J. Canavan, Yi Sun, Xing Zhang, Lijun Yin
A dynamic curvature based approach for facial activity analysis in 3D space. CVPR Workshops (2012)
Michael Reale, Shaun J. Canavan, Lijun Yin, Kaoning Hu, Terry Hung
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. 13 (3) (2011)
Shaun J. Canavan, Xing Zhang, Lijun Yin, Yong Zhang
3D face sketch modeling and assessment for component based face recognition. IJCB (2011)
Yong Zhang, Steve Ellyson, Anthony Zone, Priyanka Gangam, John R. Sullins, Christine McCullough, Shaun J. Canavan, Lijun Yin
Recognizing face sketches by a large number of human subjects: A perception-based study for facial distinctiveness. FG (2011)
Kaoning Hu, Shaun J. Canavan, Lijun Yin
Hand Pointing Estimation for Human Computer Interaction Based on Two Orthogonal-Views. ICPR (2010)
Shaun J. Canavan, Benjamin Johnson, Michael Reale, Yong Zhang, Lijun Yin, John R. Sullins
Evaluation of Multi-frame Fusion Based Face Classification Under Shadow. ICPR (2010)
Shaun J. Canavan, Lijun Yin
Dynamic face appearance modeling and sight direction estimation based on local region tracking and scale-space topo-represention. ICME (2009)