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ORCIDTadas Baltrusaitis
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- affiliation: University of Cambridge, UK
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2020 – today
- 2024
[j7]Charlie Hewitt, Fatemeh Saleh, Sadegh Aliakbarian, Lohit Petikam, Shideh Rezaeifar, Louis Florentin, Zafiirah Hosenie, Thomas J. Cashman, Julien Valentin, Darren Cosker, Tadas Baltrusaitis:
Look Ma, no markers: holistic performance capture without the hassle. ACM Trans. Graph. 43(6): 235:1-235:12 (2024)- [c59]Hanz Cuevas-Velasquez, Charlie Hewitt, Sadegh Aliakbarian, Tadas Baltrusaitis:
SimpleEgo: Predicting Probabilistic Body Pose from Egocentric Cameras. 3DV 2024: 1446-1455 - [c58]Lohit Petikam
, Charlie Hewitt, Fatemeh Saleh, Tadas Baltrusaitis:
Eyelid Fold Consistency in Facial Modeling. SIGGRAPH Asia Technical Communications 2024: 8:1-8:4 - [c57]Givi Meishvili, James Clemoes, Charlie Hewitt, Zafiirah Hosenie, Xian Xiao, Martin de La Gorce, Tibor Takács, Tadas Baltrusaitis, Antonio Criminisi, Chyna McRae, Nina Jablonski, Marta Wilczkowiak:
Hairmony: Fairness-aware hairstyle classification. SIGGRAPH Asia 2024: 116:1-116:11 - [i28]Hanz Cuevas-Velasquez, Charlie Hewitt, Sadegh Aliakbarian, Tadas Baltrusaitis:
SimpleEgo: Predicting Probabilistic Body Pose from Egocentric Cameras. CoRR abs/2401.14785 (2024) - [i27]Charlie Hewitt, Fatemehsadat Saleh, Sadegh Aliakbarian, Lohit Petikam, Shideh Rezaeifar, Louis Florentin, Zafiirah Hosenie, Thomas J. Cashman, Julien P. C. Valentin, Darren Cosker, Tadas Baltrusaitis:
Look Ma, no markers: holistic performance capture without the hassle. CoRR abs/2410.11520 (2024) - [i26]Givi Meishvili, James Clemoes, Charlie Hewitt, Zafiirah Hosenie, Xian Xiao, Martin de La Gorce, Tibor Takács, Tadas Baltrusaitis, Antonio Criminisi, Chyna McRae, Nina Jablonski, Marta Wilczkowiak:
Hairmony: Fairness-aware hairstyle classification. CoRR abs/2410.11528 (2024) - [i25]Lohit Petikam, Charlie Hewitt, Fatemeh Saleh, Tadas Baltrusaitis:
Eyelid Fold Consistency in Facial Modeling. CoRR abs/2410.13760 (2024) - [i24]Björn Braun, Daniel McDuff, Tadas Baltrusaitis, Paul Streli, Max Möbus, Christian Holz:
SympCam: Remote Optical Measurement of Sympathetic Arousal. CoRR abs/2410.20552 (2024) - 2023
- [c56]Tengfei Wang, Bo Zhang, Ting Zhang, Shuyang Gu, Jianmin Bao, Tadas Baltrusaitis, Jingjing Shen, Dong Chen, Fang Wen, Qifeng Chen, Baining Guo:
RODIN: A Generative Model for Sculpting 3D Digital Avatars Using Diffusion. CVPR 2023: 4563-4573 - [c55]Zenghao Chai, Tianke Zhang, Tianyu He, Xu Tan, Tadas Baltrusaitis, HsiangTao Wu, Runnan Li, Sheng Zhao, Chun Yuan, Jiang Bian:
HiFace: High-Fidelity 3D Face Reconstruction by Learning Static and Dynamic Details. ICCV 2023: 9053-9064 - [c54]Chirag Raman, Charlie Hewitt, Erroll Wood, Tadas Baltrusaitis:
Mesh-Tension Driven Expression-Based Wrinkles for Synthetic Faces. WACV 2023: 3504-3514 - [c53]Gwangbin Bae, Martin de La Gorce, Tadas Baltrusaitis, Charlie Hewitt, Dong Chen, Julien P. C. Valentin, Roberto Cipolla, Jingjing Shen:
DigiFace-1M: 1 Million Digital Face Images for Face Recognition. WACV 2023: 3515-3524 - [i23]Charlie Hewitt, Tadas Baltrusaitis, Erroll Wood, Lohit Petikam, Louis Florentin, Hanz Cuevas-Velasquez:
Procedural Humans for Computer Vision. CoRR abs/2301.01161 (2023) - [i22]Zenghao Chai, Tianke Zhang, Tianyu He, Xu Tan, Tadas Baltrusaitis, HsiangTao Wu, Runnan Li, Sheng Zhao, Chun Yuan, Jiang Bian:
HiFace: High-Fidelity 3D Face Reconstruction by Learning Static and Dynamic Details. CoRR abs/2303.11225 (2023) - [i21]Bjoern Braun, Daniel McDuff, Tadas Baltrusaitis, Christian Holz:
Video-based sympathetic arousal assessment via peripheral blood flow estimation. CoRR abs/2311.06930 (2023) - 2022
- [j6]Daniel McDuff, Javier Hernandez, Xin Liu, Erroll Wood, Tadas Baltrusaitis:
Using High-Fidelity Avatars to Advance Camera-Based Cardiac Pulse Measurement. IEEE Trans. Biomed. Eng. 69(8): 2646-2656 (2022) - [c52]Erroll Wood, Tadas Baltrusaitis, Charlie Hewitt, Matthew Johnson, Jingjing Shen, Nikola Milosavljevic, Daniel Wilde, Stephan J. Garbin, Toby Sharp, Ivan Stojiljkovic, Tom Cashman, Julien P. C. Valentin:
3D Face Reconstruction with Dense Landmarks. ECCV (13) 2022: 160-177 - [c51]Stanislaw Szymanowicz, Virginia Estellers, Tadas Baltrusaitis, Matthew Johnson:
Photo-Realistic 360$^{\circ }$ Head Avatars in the Wild. ECCV Workshops (3) 2022: 660-667 - [c50]Daniel McDuff, Miah Wander, Xin Liu, Brian L. Hill, Javier Hernandez, Jonathan Lester, Tadas Baltrusaitis:
SCAMPS: Synthetics for Camera Measurement of Physiological Signals. NeurIPS 2022 - [i20]Erroll Wood, Tadas Baltrusaitis, Charlie Hewitt, Matthew Johnson, Jingjing Shen, Nikola Milosavljevic, Daniel Wilde, Stephan J. Garbin, Toby Sharp, Ivan Stojiljkovic, Tom Cashman, Julien Valentin:
3D face reconstruction with dense landmarks. CoRR abs/2204.02776 (2022) - [i19]Daniel McDuff, Miah Wander, Xin Liu, Brian L. Hill, Javier Hernandez, Jonathan Lester, Tadas Baltrusaitis:
SCAMPS: Synthetics for Camera Measurement of Physiological Signals. CoRR abs/2206.04197 (2022) - [i18]Gwangbin Bae, Martin de La Gorce, Tadas Baltrusaitis, Charlie Hewitt, Dong Chen, Julien P. C. Valentin, Roberto Cipolla, Jingjing Shen:
DigiFace-1M: 1 Million Digital Face Images for Face Recognition. CoRR abs/2210.02579 (2022) - [i17]Chirag Raman, Charlie Hewitt, Erroll Wood, Tadas Baltrusaitis:
Mesh-Tension Driven Expression-Based Wrinkles for Synthetic Faces. CoRR abs/2210.03529 (2022) - [i16]Stanislaw Szymanowicz, Virginia Estellers, Tadas Baltrusaitis, Matthew Johnson:
Photo-realistic 360 Head Avatars in the Wild. CoRR abs/2210.11594 (2022) - [i15]Tengfei Wang, Bo Zhang, Ting Zhang, Shuyang Gu, Jianmin Bao, Tadas Baltrusaitis, Jingjing Shen, Dong Chen, Fang Wen, Qifeng Chen, Baining Guo:
Rodin: A Generative Model for Sculpting 3D Digital Avatars Using Diffusion. CoRR abs/2212.06135 (2022) - 2021
- [c49]Daniel McDuff, Xin Liu, Javier Hernandez, Erroll Wood, Tadas Baltrusaitis:
Synthetic Data for Multi-Parameter Camera-Based Physiological Sensing. EMBC 2021: 3742-3748 - [c48]Erroll Wood, Tadas Baltrusaitis, Charlie Hewitt, Sebastian Dziadzio, Thomas J. Cashman, Jamie Shotton:
Fake it till you make it: face analysis in the wild using synthetic data alone. ICCV 2021: 3661-3671 - [i14]Erroll Wood, Tadas Baltrusaitis, Charlie Hewitt, Sebastian Dziadzio, Matthew Johnson, Virginia Estellers, Thomas J. Cashman, Jamie Shotton:
Fake It Till You Make It: Face analysis in the wild using synthetic data alone. CoRR abs/2109.15102 (2021) - [i13]Daniel McDuff, Xin Liu, Javier Hernandez, Erroll Wood, Tadas Baltrusaitis:
Synthetic Data for Multi-Parameter Camera-Based Physiological Sensing. CoRR abs/2110.04902 (2021) - 2020
- [j5]Wenjie Pei, Hamdi Dibeklioglu, Tadas Baltrusaitis, David M. J. Tax:
Attended End-to-End Architecture for Age Estimation From Facial Expression Videos. IEEE Trans. Image Process. 29: 1972-1984 (2020) - [c47]Marek Kowalski, Stephan J. Garbin, Virginia Estellers, Tadas Baltrusaitis, Matthew Johnson, Jamie Shotton:
CONFIG: Controllable Neural Face Image Generation. ECCV (11) 2020: 299-315 - [i12]Marek Kowalski, Stephan J. Garbin, Virginia Estellers, Tadas Baltrusaitis, Matthew Johnson, Jamie Shotton:
CONFIG: Controllable Neural Face Image Generation. CoRR abs/2005.02671 (2020) - [i11]Tadas Baltrusaitis, Erroll Wood, Virginia Estellers, Charlie Hewitt, Sebastian Dziadzio, Marek Kowalski, Matthew Johnson, Thomas J. Cashman, Jamie Shotton:
A high fidelity synthetic face framework for computer vision. CoRR abs/2007.08364 (2020) - [i10]Daniel McDuff, Javier Hernandez, Erroll Wood, Xin Liu, Tadas Baltrusaitis:
Advancing Non-Contact Vital Sign Measurement using Synthetic Avatars. CoRR abs/2010.12949 (2020)
2010 – 2019
- 2019
- [j4]Tadas Baltrusaitis, Chaitanya Ahuja, Louis-Philippe Morency:
Multimodal Machine Learning: A Survey and Taxonomy. IEEE Trans. Pattern Anal. Mach. Intell. 41(2): 423-443 (2019) - [j3]Erik Marchi, Tadas Baltrusaitis, Andra Adams, Marwa Mahmoud, Ofer Golan, Shimrit Fridenson-Hayo, Shahar Tal, Shai Newman, Noga Meir-Goren, Antonio Camurri, Stefano Piana, Björn W. Schuller, Sven Bölte, T. Metin Sezgin, Nese Alyüz, Agnieszka Rynkiewicz, Aurelie Baranger, Alice Baird, Simon Baron-Cohen, Amandine Lassalle, Helen O'Reilly, Delia Pigat, Peter Robinson, Ian Davies:
The ASC-Inclusion Perceptual Serious Gaming Platform for Autistic Children. IEEE Trans. Games 11(4): 328-339 (2019) - 2018
- [j2]Erroll Wood, Tadas Baltrusaitis, Louis-Philippe Morency, Peter Robinson, Andreas Bulling:
GazeDirector: Fully Articulated Eye Gaze Redirection in Video. Comput. Graph. Forum 37(2): 217-225 (2018) - [c46]Tadas Baltrusaitis, Amir Zadeh, Yao Chong Lim, Louis-Philippe Morency:
OpenFace 2.0: Facial Behavior Analysis Toolkit. FG 2018: 59-66 - [c45]Liandong Li, Tadas Baltrusaitis, Bo Sun, Louis-Philippe Morency:
Edge Convolutional Network for Facial Action Intensity Estimation. FG 2018: 171-178 - [c44]Naomi Eigbe, Tadas Baltrusaitis, Louis-Philippe Morency, John Pestian:
Toward Visual Behavior Markers of Suicidal Ideation. FG 2018: 530-534 - [p1]Tadas Baltrusaitis, Chaitanya Ahuja, Louis-Philippe Morency:
Challenges and applications in multimodal machine learning. The Handbook of Multimodal-Multisensor Interfaces, Volume 2 (2) 2018: 17-48 - [i9]Minghai Chen, Sen Wang, Paul Pu Liang, Tadas Baltrusaitis, Amir Zadeh, Louis-Philippe Morency:
Multimodal Sentiment Analysis with Word-Level Fusion and Reinforcement Learning. CoRR abs/1802.00924 (2018) - 2017
- [c43]Ting-Yao Hu, Chirag Raman, Salvador Medina Maza, Liangke Gui, Tadas Baltrusaitis, Robert E. Frederking, Louis-Philippe Morency, Alan W. Black, Maxine Eskénazi:
Integrating Verbal and Nonvebval Input into a Dynamic Response Spoken Dialogue System. AAAI 2017: 5091-5092 - [c42]Tadas Baltrusaitis, Liandong Li, Louis-Philippe Morency:
Local-global ranking for facial expression intensity estimation. ACII 2017: 111-118 - [c41]Behnaz Nojavanasghari, Charles E. Hughes, Tadas Baltrusaitis, Louis-Philippe Morency:
Hand2Face: Automatic synthesis and recognition of hand over face occlusions. ACII 2017: 209-215 - [c40]Alexandria Katarina Vail, Tadas Baltrusaitis, Luciana Pennant, Elizabeth S. Liebson, Justin T. Baker, Louis-Philippe Morency:
Visual attention in schizophrenia: Eye contact and gaze aversion during clinical interactions. ACII 2017: 490-497 - [c39]Louis-Philippe Morency, Tadas Baltrusaitis:
Multimodal Machine Learning: Integrating Language, Vision and Speech. ACL (Tutorial Abstracts) 2017: 3-5 - [c38]Wenjie Pei, Tadas Baltrusaitis, David M. J. Tax, Louis-Philippe Morency:
Temporal Attention-Gated Model for Robust Sequence Classification. CVPR 2017: 820-829 - [c37]Amir Zadeh, Tadas Baltrusaitis, Louis-Philippe Morency:
Convolutional Experts Constrained Local Model for Facial Landmark Detection. CVPR Workshops 2017: 2051-2059 - [c36]Liangke Gui, Tadas Baltrusaitis, Louis-Philippe Morency:
Curriculum Learning for Facial Expression Recognition. FG 2017: 505-511 - [c35]Christy Yuan Li, Tadas Baltrusaitis, Louis-Philippe Morency:
Constrained Ensemble Initialization for Facial Landmark Tracking in Video. FG 2017: 697-704 - [c34]Eugene Laksana, Tadas Baltrusaitis, Louis-Philippe Morency, John P. Pestian:
Investigating Facial Behavior Indicators of Suicidal Ideation. FG 2017: 770-777 - [c33]Amir Zadeh, Yao Chong Lim, Tadas Baltrusaitis, Louis-Philippe Morency:
Convolutional Experts Constrained Local Model for 3D Facial Landmark Detection. ICCV Workshops 2017: 2519-2528 - [c32]Liandong Li, Tadas Baltrusaitis, Bo Sun, Louis-Philippe Morency:
Combining Sequential Geometry and Texture Features for Distinguishing Genuine and Deceptive Emotions. ICCV Workshops 2017: 3147-3153 - [c31]Abdelwahab Bourai, Tadas Baltrusaitis, Louis-Philippe Morency:
Automatically predicting human knowledgeability through non-verbal cues. ICMI 2017: 60-67 - [c30]Minghai Chen, Sen Wang, Paul Pu Liang, Tadas Baltrusaitis, Amir Zadeh, Louis-Philippe Morency:
Multimodal sentiment analysis with word-level fusion and reinforcement learning. ICMI 2017: 163-171 - [c29]Torsten Wörtwein, Tadas Baltrusaitis, Eugene Laksana, Luciana Pennant, Elizabeth S. Liebson, Dost Öngür, Justin T. Baker, Louis-Philippe Morency:
Computational Analysis of Acoustic Descriptors in Psychotic Patients. INTERSPEECH 2017: 3256-3260 - [i8]Erroll Wood, Tadas Baltrusaitis, Louis-Philippe Morency, Peter Robinson, Andreas Bulling:
GazeDirector: Fully Articulated Eye Gaze Redirection in Video. CoRR abs/1704.08763 (2017) - [i7]Tadas Baltrusaitis, Chaitanya Ahuja, Louis-Philippe Morency:
Multimodal Machine Learning: A Survey and Taxonomy. CoRR abs/1705.09406 (2017) - [i6]Abhilasha Ravichander, Shruti Rijhwani, Rajat Kulshreshtha, Chirag Nagpal, Tadas Baltrusaitis, Louis-Philippe Morency:
Preserving Intermediate Objectives: One Simple Trick to Improve Learning for Hierarchical Models. CoRR abs/1706.07867 (2017) - [i5]Behnaz Nojavanasghari, Charles E. Hughes, Tadas Baltrusaitis, Louis-Philippe Morency:
Hand2Face: Automatic Synthesis and Recognition of Hand Over Face Occlusions. CoRR abs/1708.00370 (2017) - [i4]Wenjie Pei, Hamdi Dibeklioglu, Tadas Baltrusaitis, David M. J. Tax:
Attended End-to-end Architecture for Age Estimation from Facial Expression Videos. CoRR abs/1711.08690 (2017) - 2016
- [j1]Marwa Mahmoud, Tadas Baltrusaitis, Peter Robinson:
Automatic Analysis of Naturalistic Hand-Over-Face Gestures. ACM Trans. Interact. Intell. Syst. 6(2): 19:1-19:18 (2016) - [c28]KangGeon Kim, Tadas Baltrusaitis, Amir Zadeh, Louis-Philippe Morency, Gérard G. Medioni:
Holistically Constrained Local Model: Going Beyond Frontal Poses for Facial Landmark Detection. BMVC 2016 - [c27]Erroll Wood, Tadas Baltrusaitis, Louis-Philippe Morency, Peter Robinson, Andreas Bulling:
A 3D Morphable Eye Region Model for Gaze Estimation. ECCV (1) 2016: 297-313 - [c26]Shyam Sundar Rajagopalan, Louis-Philippe Morency, Tadas Baltrusaitis, Roland Goecke:
Extending Long Short-Term Memory for Multi-View Structured Learning. ECCV (7) 2016: 338-353 - [c25]Erroll Wood, Tadas Baltrusaitis, Louis-Philippe Morency, Peter Robinson, Andreas Bulling:
Learning an appearance-based gaze estimator from one million synthesised images. ETRA 2016: 131-138 - [c24]Erroll Wood, Tadas Baltrusaitis, Louis-Philippe Morency, Peter Robinson, Andreas Bulling:
A 3D Morphable Model of the Eye Region. Eurographics (Posters) 2016: 35-36 - [c23]Behnaz Nojavanasghari, Tadas Baltrusaitis, Charles E. Hughes, Louis-Philippe Morency:
EmoReact: a multimodal approach and dataset for recognizing emotional responses in children. ICMI 2016: 137-144 - [c22]Behnaz Nojavanasghari, Deepak Gopinath, Jayanth Koushik, Tadas Baltrusaitis, Louis-Philippe Morency:
Deep multimodal fusion for persuasiveness prediction. ICMI 2016: 284-288 - [c21]Tadas Baltrusaitis, Peter Robinson, Louis-Philippe Morency:
OpenFace: An open source facial behavior analysis toolkit. WACV 2016: 1-10 - [c20]Behnaz Nojavanasghari, Tadas Baltrusaitis, Charles E. Hughes, Louis-Philippe Morency:
The Future Belongs to the Curious: Towards Automatic Understanding and Recognition of Curiosity in Children. WOCCI 2016: 16-22 - [i3]Amir Zadeh, Tadas Baltrusaitis, Louis-Philippe Morency:
Deep Constrained Local Models for Facial Landmark Detection. CoRR abs/1611.08657 (2016) - [i2]Wenjie Pei, Tadas Baltrusaitis, David M. J. Tax, Louis-Philippe Morency:
Temporal Attention-Gated Model for Robust Sequence Classification. CoRR abs/1612.00385 (2016) - 2015
- [c19]Andra Adams, Marwa Mahmoud, Tadas Baltrusaitis, Peter Robinson:
Decoupling facial expressions and head motions in complex emotions. ACII 2015: 274-280 - [c18]Peter Robinson, Tadas Baltrusaitis:
Empirical analysis of continuous affect. ACII 2015: 288-294 - [c17]Tadas Baltrusaitis, Marwa Mahmoud, Peter Robinson:
Cross-dataset learning and person-specific normalisation for automatic Action Unit detection. FG 2015: 1-6 - [c16]Erroll Wood, Tadas Baltrusaitis, Xucong Zhang, Yusuke Sugano, Peter Robinson, Andreas Bulling:
Rendering of Eyes for Eye-Shape Registration and Gaze Estimation. ICCV 2015: 3756-3764 - [i1]Erroll Wood, Tadas Baltrusaitis, Xucong Zhang, Yusuke Sugano, Peter Robinson, Andreas Bulling:
Rendering of Eyes for Eye-Shape Registration and Gaze Estimation. CoRR abs/1505.05916 (2015) - 2014
- [b1]Tadas Baltrusaitis:
Automatic facial expression analysis. University of Cambridge, UK, 2014 - [c15]Tadas Baltrusaitis, Peter Robinson, Louis-Philippe Morency:
Continuous Conditional Neural Fields for Structured Regression. ECCV (4) 2014: 593-608 - [c14]Vaiva Imbrasaite, Tadas Baltrusaitis, Peter Robinson:
CCNF for continuous emotion tracking in music: Comparison with CCRF and relative feature representation. ICME Workshops 2014: 1-6 - [c13]Marwa Mahmoud, Tadas Baltrusaitis, Peter Robinson:
Automatic Detection of Naturalistic Hand-over-Face Gesture Descriptors. ICMI 2014: 319-326 - [c12]Leonardo Impett, Peter Robinson, Tadas Baltrusaitis:
A facial affect mapping engine. IUI Companion 2014: 33-36 - 2013
- [c11]Vaiva Imbrasaite, Tadas Baltrusaitis, Peter Robinson:
What Really Matters? A Study into People's Instinctive Evaluation Metrics for Continuous Emotion Prediction in Music. ACII 2013: 606-611 - [c10]Tadas Baltrusaitis, Ntombikayise Banda, Peter Robinson:
Dimensional affect recognition using Continuous Conditional Random Fields. FG 2013: 1-8 - [c9]Tadas Baltrusaitis, Peter Robinson, Louis-Philippe Morency:
Constrained Local Neural Fields for Robust Facial Landmark Detection in the Wild. ICCV Workshops 2013: 354-361 - [c8]Vaiva Imbrasaite, Tadas Baltrusaitis, Peter Robinson:
Emotion tracking in music using continuous conditional random fields and relative feature representation. ICME Workshops 2013: 1-6 - 2012
- [c7]Tadas Baltrusaitis, Peter Robinson, Louis-Philippe Morency:
3D Constrained Local Model for rigid and non-rigid facial tracking. CVPR 2012: 2610-2617 - [c6]Marwa M. Mahmoud, Tadas Baltrusaitis, Peter Robinson:
Crowdsouring in emotion studies across time and culture. CrowdMM@ACM Multimedia 2012: 15-16 - 2011
- [c5]Marwa Mahmoud, Tadas Baltrusaitis, Peter Robinson, Laurel D. Riek:
3D Corpus of Spontaneous Complex Mental States. ACII (1) 2011: 205-214 - [c4]Geovany A. Ramírez, Tadas Baltrusaitis, Louis-Philippe Morency:
Modeling Latent Discriminative Dynamic of Multi-dimensional Affective Signals. ACII (2) 2011: 396-406 - [c3]Tadas Baltrusaitis, Daniel McDuff, Ntombikayise Banda, Marwa Mahmoud, Rana El Kaliouby, Peter Robinson, Rosalind W. Picard:
Real-time inference of mental states from facial expressions and upper body gestures. FG 2011: 909-914 - 2010
- [c2]Tadas Baltrusaitis, Peter Robinson:
Analysis of colour space transforms for person independent AAMs. FAA 2010: 21 - [c1]Tadas Baltrusaitis, Laurel D. Riek, Peter Robinson:
Synthesizing expressions using facial feature point tracking: how emotion is conveyed. AFFINE@MM 2010: 27-32
Coauthor Index
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