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ORCIDShaun J. Canavan
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2020 – today
- 2024
[j11]Saurabh Hinduja
, Tara Nourivandi, Jeffrey F. Cohn, Shaun J. Canavan:
Time to retire F1-binary score for action unit detection. Pattern Recognit. Lett. 182: 111-117 (2024)- [j10]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): 30-49 (2024) - [c48]Saandeep Aathreya, Shaun J. Canavan:
FlowCon: Out-of-Distribution Detection Using Flow-Based Contrastive Learning. ECCV (16) 2024: 192-209 - [c47]Hazim Kemal Ekenel, Albert Ali Salah, Arun Ross, Vitomir Struc, Lale Akarun, Xilin Chen, Shaun J. Canavan:
Welcome. FG 2024: 1-3 - [c46]Sk Rahatul Jannat, Heather Agazzi, Shaun J. Canavan:
Context-based Dataset for Analysis of Videos of Autistic Children. FG 2024: 1-9 - [c45]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: 1-5 - [i12]Saandeep Aathreya, Shaun J. Canavan:
FlowCon: Out-of-Distribution Detection using Flow-Based Contrastive Learning. CoRR abs/2407.03489 (2024) - 2023
- [j9]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): 5260-5271 (2023) - [c44]Anis Elebiary, Saandeep Aathreya, Shaun J. Canavan:
An Automated Data Cleaning Framework for Improving Facial Expression Classification. ACIIW 2023: 1-8 - [c43]Liza Jivnani, Fallon Goodman, Jonathan Rottenberg, Shaun J. Canavan:
Predicting Loneliness from Subject Self-Report. ACII 2023: 1-8 - [c42]Md Taufeeq Uddin, Ghada Zamzmi, Shaun J. Canavan:
Association Between Chronic Back Pain and Protective Behaviors is Subjective and Context Dependent. EMBC 2023: 1-5 - [c41]Saandeep Aathreya, Meghna Chaudhary, Tempestt J. Neal, Shaun J. Canavan:
Multimodal Context-Based Continuous Authentication. IJCB 2023: 1-10 - [c40]Neilesh Sambhu, Shaun J. Canavan:
Detecting Forged Facial Videos Using Convolutional Neural Networks. iSES 2023: 260-264 - 2022
- [j8]Rupal Agarwal, Marvin Andujar, Shaun J. Canavan:
Classification of emotions using EEG activity associated with different areas of the brain. Pattern Recognit. Lett. 162: 71-80 (2022) - [j7]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): 769-779 (2022) - [c39]Saandeep Aathreya, Shaun J. Canavan:
Expression Recognition Using a Flow-Based Latent-Space Representation. ICPR Workshops (4) 2022: 151-165 - [c38]Md Taufeeq Uddin, Shaun J. Canavan:
Quantified Facial Expressiveness for Affective Behavior Analytics. WACV 2022: 131-140 - [i11]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 abs/2203.12818 (2022) - 2021
- [c37]Saandeep Aathreya, Liza Jivnani, Shivam Srivastava, Saurabh Hinduja, Shaun J. Canavan:
Task-based Classification of Reflective Thinking Using Mixture of Classifiers. ACII (Workshops and Demos) 2021: 1-8 - [c36]Saurabh Hinduja, Gurmeet Kaur, Shaun J. Canavan:
Investigation into Recognizing Context Over Time using Physiological Signals. ACII 2021: 1-8 - [c35]Iyonna Tynes, Shaun J. Canavan:
Real-time Ubiquitous Pain Recognition. ACII (Workshops and Demos) 2021: 1-5 - [c34]Sk Rahatul Jannat, Shaun J. Canavan:
Expression Recognition Across Age. FG 2021: 1-5 - [c33]Khadija Zanna, Tempestt J. Neal, Shaun J. Canavan:
Clustering of Physiological Signals by Emotional State, Race, and Sex. ICMI Companion 2021: 312-316 - [i10]Hamza Elhamdadi, Shaun J. Canavan, Paul Rosen:
AffectiveTDA: Using Topological Data Analysis to Improve Analysis and Explainability in Affective Computing. CoRR abs/2107.08573 (2021) - [i9]Md Taufeeq Uddin, Shaun J. Canavan:
Quantified Facial Expressiveness for Affective Behavior Analytics. CoRR abs/2110.01758 (2021) - 2020
- [j6]Diego Fabiano, Shaun J. Canavan, Heather Agazzi, Saurabh Hinduja, Dmitry B. Goldgof:
Gaze-based classification of autism spectrum disorder. Pattern Recognit. Lett. 135: 204-212 (2020) - [c32]Saurabh Hinduja, Shaun J. Canavan, Lijun Yin:
Recognizing Perceived Emotions from Facial Expressions. FG 2020: 236-240 - [c31]Tempestt J. Neal, Shaun J. Canavan:
Mood Versus Identity: Studying the Influence of Affective States on Mobile Biometrics. FG 2020: 562-566 - [c30]Saurabh Hinduja, Shaun J. Canavan, Gurmeet Kaur:
Multimodal Fusion of Physiological Signals and Facial Action Units for Pain Recognition. FG 2020: 577-581 - [c29]Saandeep Aathreya Sidhapur Lakshminarayan, Saurabh Hinduja, Shaun J. Canavan:
Three-level Training of Multi-Head Architecture for Pain Detection. FG 2020: 839-843 - [c28]Md Taufeeq Uddin, Shaun J. Canavan:
Multimodal Multilevel Fusion for Sequential Protective Behavior Detection and Pain Estimation. FG 2020: 844-848 - [c27]Saurabh Hinduja, Shaun J. Canavan:
Real-time Action Unit Intensity Detection. FG 2020: 916 - [c26]Jacob Schioppo, Zachary Meyer, Diego Fabiano, Shaun J. Canavan:
Sign Language Recognition in Virtual Reality. FG 2020: 917 - [c25]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: 849-857 - [c24]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: 5-13 - [c23]Sk Rahatul Jannat, Shaun J. Canavan:
Classification of Autism Spectrum Disorder Across Age Using Questionnaire and Demographic Information. ICPR Workshops (2) 2020: 52-61 - [c22]Astha Sharma, Shaun J. Canavan:
Multimodal Physiological-Based Emotion Recognition. ICPR Workshops (2) 2020: 101-113 - [c21]Md Taufeeq Uddin, Shaun J. Canavan:
Quantified Facial Temporal-Expressiveness Dynamics for Affect Analysis. ICPR 2020: 3955-3962 - [i8]Sk Rahatul Jannat, Diego Fabiano, Shaun J. Canavan, Tempestt J. Neal:
Subject Identification Across Large Expression Variations Using 3D Facial Landmarks. CoRR abs/2005.08339 (2020) - [i7]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 abs/2005.08341 (2020) - [i6]Saurabh Hinduja, Shaun J. Canavan:
Facial Action Unit Detection using 3D Facial Landmarks. CoRR abs/2005.08343 (2020) - [i5]Neilesh Sambhu, Shaun J. Canavan:
Detecting Forged Facial Videos using convolutional neural network. CoRR abs/2005.08344 (2020) - [i4]Saurabh Hinduja, Shaun J. Canavan, Saandeep Aathreya:
Impact of Action Unit Occurrence Patterns on Detection. CoRR abs/2010.07982 (2020) - [i3]Md Taufeeq Uddin, Shaun J. Canavan:
Quantified Facial Temporal-Expressiveness Dynamics for Affect Analysis. CoRR abs/2010.14705 (2020) - [i2]Md Taufeeq Uddin, Shaun J. Canavan, Ghada Zamzmi:
Accounting for Affect in Pain Level Recognition. CoRR abs/2011.07421 (2020)
2010 – 2019
- 2019
- [j5]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): 35455-35469 (2019) - [c20]Diego Fabiano, Shaun J. Canavan:
Emotion Recognition Using Fused Physiological Signals. ACII 2019: 42-48 - [c19]Md Taufeeq Uddin, Shaun J. Canavan:
Synthesizing Physiological and Motion Data for Stress and Meditation Detection. ACII Workshops 2019: 244-247 - [c18]Jacob Schioppo, Zachary Meyer, Diego Fabiano, Shaun J. Canavan:
Sign Language Recognition: Learning American Sign Language in a Virtual Environment. CHI Extended Abstracts 2019 - [c17]Diego Fabiano, Shaun J. Canavan:
Deformable Synthesis Model for Emotion Recognition. FG 2019: 1-5 - [c16]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: 1-4 - [i1]Khadija Zanna, Sayde King, Tempestt J. Neal, Shaun J. Canavan:
Studying the Impact of Mood on Identifying Smartphone Users. CoRR abs/1906.11960 (2019) - 2018
- [c15]Shaun J. Canavan, Marvin Andujar, Lijun Yin, Anton Nijholt, Elizabeth Schotter:
Ubiquitous Emotion Recognition with Multimodal Mobile Interfaces. UbiComp/ISWC Adjunct 2018: 937-941 - [c14]Rahatul Jannat, Iyonna Tynes, Lott La Lime, Juan Adorno, Shaun J. Canavan:
Ubiquitous Emotion Recognition Using Audio and Video Data. UbiComp/ISWC Adjunct 2018: 956-959 - [c13]Diego Fabiano, Shaun J. Canavan:
Spontaneous and Non-Spontaneous 3D Facial Expression Recognition Using a Statistical Model with Global and Local Constraints. ICIP 2018: 3089-3093 - 2017
- [c12]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: 2364-2368 - [c11]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: 3750-3754 - 2016
- [c10]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: 3438-3446 - 2015
- [j4]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: 136-148 (2015) - [c9]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: 1-6 - 2014
- [j3]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): 692-706 (2014) - 2013
- [j2]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): 1546-1559 (2013) - [c8]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: 1-6 - [c7]Shaun J. Canavan, Xing Zhang, Lijun Yin:
Fitting and tracking 3D/4D facial data using a temporal deformable shape model. ICME 2013: 1-6 - 2012
- [c6]Shaun J. Canavan, Yi Sun, Xing Zhang, Lijun Yin:
A dynamic curvature based approach for facial activity analysis in 3D space. CVPR Workshops 2012: 14-19 - 2011
- [j1]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): 474-486 (2011) - [c5]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: 707-712 - [c4]Shaun J. Canavan, Xing Zhang, Lijun Yin, Yong Zhang:
3D face sketch modeling and assessment for component based face recognition. IJCB 2011: 1-6 - 2010
- [c3]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: 1265-1268 - [c2]Kaoning Hu, Shaun J. Canavan, Lijun Yin:
Hand Pointing Estimation for Human Computer Interaction Based on Two Orthogonal-Views. ICPR 2010: 3760-3763
2000 – 2009
Coauthor Index
aka: Saandeep Aathreya Sidhapur Lakshminarayan
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