Facial action coding system

The Prosocial Classroom: Teacher Social and Emotional Competence in Relation to Student and Classroom Outcomes

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Autonomic nervous system activity distinguishes among emotions

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Measures of emotion: A review

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Are Emotions Natural Kinds?

Barrett, L. F. (2006) · Perspectives on Psychological Science · doi:10.1111/j.1745-6916.2006.00003.x · Cited by 1,859 · see citing works

The Duchenne smile: Emotional expression and brain physiology: II.

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Voluntary Facial Action Generates Emotion‐Specific Autonomic Nervous System Activity

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The Tie That Binds? Coherence Among Emotion Experience, Behavior, and Physiology.

Mauss, I. B., Levenson, R. W., McCarter, L., Wilhelm, F. H., & Gross, J. J. (2005) · Emotion · doi:10.1037/1528-3542.5.2.175 · Cited by 1,201 · see citing works

Dissociable neural responses to facial expressions of sadness and anger

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Predicting marital happiness and stability from newlywed interactions

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Analysis of emotion recognition using facial expressions, speech and multimodal information

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The Karolinska Directed Emotional Faces: A validation study

Goeleven, E., De Raedt, R., Leyman, L., & Verschuere, B. (2008) · Cognition & Emotion · doi:10.1080/02699930701626582 · Cited by 793 · see citing works

BP4D-Spontaneous: a high-resolution spontaneous 3D dynamic facial expression database

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Comparative expression of hedonic impact: affective reactions to taste by human infants and other primates.

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Signs of appeasement: Evidence for the distinct displays of embarrassment, amusement, and shame.

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In bad taste: evidence for the oral origins of moral disgust

Chapman, H. A., Kim, D. A., Susskind, J. M., & Anderson, A. K. (2009) · Science · doi:10.1126/science.1165565 · Cited by 691 · see citing works

The SEMAINE Database: Annotated Multimodal Records of Emotionally Colored Conversations between a Person and a Limited Agent

McKeown, G., Valstar, M., Cowie, R., Pantic, M., & Schroder, M. (2012) · IEEE Transactions on Affective Computing · doi:10.1109/t-affc.2011.20 · Cited by 665 · see citing works

Reinforcement Learning Signal Predicts Social Conformity

Klucharev, V., Hytönen, K., Rijpkema, M., Smidts, A., & Fernández, G. (2009) · Neuron · doi:10.1016/j.neuron.2008.11.027 · Cited by 594 · see citing works

The eNTERFACE’05 Audio-Visual Emotion Database

Martin, O., Kotsia, I., Macq, B., & Pitas, I. (2006) · 22nd International Conference on Data Engineering Workshops (ICDEW'06) · doi:10.1109/icdew.2006.145 · Cited by 615 · see citing works

Parental Socialization of Emotion Expression: Gender Differences and Relations to Child Adjustment.

Chaplin, T. M., Cole, P. M., & Zahn-Waxler, C. (2005) · Emotion · doi:10.1037/1528-3542.5.1.80 · Cited by 594 · see citing works

Fusing audio, visual and textual clues for sentiment analysis from multimodal content

Poria, S., Cambria, E., Howard, N., Huang, G.-B., & Hussain, A. (2016) · Neurocomputing · doi:10.1016/j.neucom.2015.01.095 · Cited by 534 · see citing works

A high-performance neuroprosthesis for speech decoding and avatar control

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Survey on RGB, 3D, Thermal, and Multimodal Approaches for Facial Expression Recognition: History, Trends, and Affect-Related Applications

Corneanu, C. A., Simon, M. O., Cohn, J. F., & Guerrero, S. E. (2016) · IEEE Transactions on Pattern Analysis and Machine Intelligence · doi:10.1109/tpami.2016.2515606 · Cited by 527 · see citing works

Detecting depression from facial actions and vocal prosody

Cohn, J. F., Kruez, T. S., Matthews, I., Yang, Y., Nguyen, M. H., Padilla, M. T., Zhou, F., & De la Torre, F. (2009) · 2009 3rd International Conference on Affective Computing and Intelligent Interaction and Workshops · doi:10.1109/acii.2009.5349358 · Cited by 494 · see citing works

Emotion Recognition Using Bio-sensors: First Steps towards an Automatic System

Haag, A., Goronzy, S., Schaich, P., & Williams, J. (2004) · Lecture Notes in Computer Science · doi:10.1007/978-3-540-24842-2_4 · Cited by 451 · see citing works

The measurement of drug craving

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MoodScope: building a mood sensor from smartphone usage patterns

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Emotion recognition in human–computer interaction

Fragopanagos, N., & Taylor, J. G. (2005) · Neural Networks · doi:10.1016/j.neunet.2005.03.006 · Cited by 414 · see citing works

Immediate antecedents of cigarette smoking: An analysis from ecological momentary assessment.

Shiffman, S., Gwaltney, C. J., Balabanis, M. H., Liu, K. S., Paty, J. A., Kassel, J. D., Hickcox, M., & Gnys, M. (2002) · Journal of Abnormal Psychology · doi:10.1037//0021-843x.111.4.531 · Cited by 405 · see citing works

Toward an Affect-Sensitive AutoTutor

D'Mello, S., Picard, R. W., & Graesser, A. (2007) · IEEE Intelligent Systems · doi:10.1109/mis.2007.79 · Cited by 386 · see citing works

Do schizophrenic patients show a disjunctive relationship among expressive, experiential, and psychophysiological components of emotion?

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The superior temporal sulcus performs a common function for social and speech perception: implications for the emergence of autism

Redcay, E. (2008) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2007.06.004 · Cited by 349 · see citing works

Realtime performance-based facial animation

Weise, T., Bouaziz, S., Li, H., & Pauly, M. (2011) · ACM Transactions on Graphics · doi:10.1145/2010324.1964972 · Cited by 356 · see citing works

The painful face – Pain expression recognition using active appearance models

Ashraf, A. B., Lucey, S., Cohn, J. F., Chen, T., Ambadar, Z., Prkachin, K. M., & Solomon, P. E. (2009) · Image and Vision Computing · doi:10.1016/j.imavis.2009.05.007 · Cited by 355 · see citing works

Ethnic differences in affect intensity, emotion judgments, display rule attitudes, and self-reported emotional expression in an American sample

Matsumoto, D. (1993) · Motivation and Emotion · doi:10.1007/bf00995188 · Cited by 344 · see citing works

Facial expression and emotional face recognition in schizophrenia and depression

Gaebel, W., & Wölwer, W. (1992) · European Archives of Psychiatry and Clinical Neuroscience · doi:10.1007/bf02190342 · Cited by 293 · see citing works

Mental state decoding abilities in clinical depression

Lee, L., Harkness, K. L., Sabbagh, M. A., & Jacobson, J. A. (2005) · Journal of Affective Disorders · doi:10.1016/j.jad.2005.02.007 · Cited by 280 · see citing works

Do Deep Neural Networks Learn Facial Action Units When Doing Expression Recognition?

Khorrami, P., Paine, T. L., & Huang, T. S. (2015) · 2015 IEEE International Conference on Computer Vision Workshop (ICCVW) · doi:10.1109/iccvw.2015.12 · Cited by 285 · see citing works

FERA 2015 - second Facial Expression Recognition and Analysis challenge

Valstar, M. F., Almaev, T., Girard, J. M., McKeown, G., Mehu, M., Yin, L., Pantic, M., & Cohn, J. F. (2015) · 2015 11th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition (FG) · doi:10.1109/fg.2015.7284874 · Cited by 252 · see citing works

Interpersonal consequences of social anxiety

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Continuous Pain Intensity Estimation from Facial Expressions

Kaltwang, S., Rudovic, O., & Pantic, M. (2012) · Lecture Notes in Computer Science · doi:10.1007/978-3-642-33191-6_36 · Cited by 245 · see citing works

Machine Analysis of Facial Expressions

Pantic, M., & Stewart, M. (2007) · Face Recognition · doi:10.5772/4847 · Cited by 248 · see citing works

Automatic Facial Expression Recognition Using Facial Animation Parameters and Multistream HMMs

Aleksic, P. S., & Katsaggelos, A. K. (2006) · IEEE Transactions on Information Forensics and Security · doi:10.1109/tifs.2005.863510 · Cited by 235 · see citing works

A cross-species comparison of facial morphology and movement in humans and chimpanzees using the facial action coding system (FACS)

Vick, S.-J., Waller, B. M., Parr, L. A., Smith Pasqualini, M. C., & Bard, K. A. (2007) · Journal of Nonverbal Behavior · doi:10.1007/s10919-006-0017-z · Cited by 233 · see citing works

Exploring the Strength of Association between the Components of Emotion Syndromes: The Case of Surprise

Reisenzein, R. (2000) · Cognition & Emotion · doi:10.1080/026999300378978 · Cited by 229 · see citing works

Automated facial expression recognition based on FACS action units

Lien, J. J., Kanade, T., Cohn, J. F., & Li, C.-C. (2002) · Proceedings Third IEEE International Conference on Automatic Face and Gesture Recognition · doi:10.1109/afgr.1998.670980 · Cited by 226 · see citing works

Depression recognition based on dynamic facial and vocal expression features using partial least square regression

Meng, H., Huang, D., Wang, H., Yang, H., AI-Shuraifi, M., & Wang, Y. (2013) · Proceedings of the 3rd ACM international workshop on Audio/visual emotion challenge · doi:10.1145/2512530.2512532 · Cited by 225 · see citing works

Feelings integrate the central representation of appraisal-driven response organization in emotion

Scherer, K. R. (2004) · Feelings and Emotions · doi:10.1017/cbo9780511806582.009 · Cited by 221 · see citing works

Artificial Intelligent System for Automatic Depression Level Analysis Through Visual and Vocal Expressions

Jan, A., Meng, H., Gaus, Y. F. B. A., & Zhang, F. (2018) · IEEE Transactions on Cognitive and Developmental Systems · doi:10.1109/tcds.2017.2721552 · Cited by 219 · see citing works

Paedomorphic Facial Expressions Give Dogs a Selective Advantage

Waller, B. M., Peirce, K., Caeiro, C. C., Scheider, L., Burrows, A. M., McCune, S., & Kaminski, J. (2013) · PLoS ONE · doi:10.1371/journal.pone.0082686 · Cited by 214 · see citing works

Meta-analysis of facial affect recognition difficulties after traumatic brain injury.

Babbage, D. R., Yim, J., Zupan, B., Neumann, D., Tomita, M. R., & Willer, B. (2011) · Neuropsychology · doi:10.1037/a0021908 · Cited by 198 · see citing works

Facial Expression Recognition: A Survey

Huang, Y., Chen, F., Lv, S., & Wang, X. (2019) · Symmetry · doi:10.3390/sym11101189 · Cited by 195 · see citing works

Affect Recognition from Face and Body: Early Fusion vs. Late Fusion

Gunes, H., & Piccardi, M. (2006) · 2005 IEEE International Conference on Systems, Man and Cybernetics · doi:10.1109/icsmc.2005.1571679 · Cited by 191 · see citing works

Don't hide your happiness! Positive emotion dissociation, social connectedness, and psychological functioning.

Mauss, I. B., Shallcross, A. J., Troy, A. S., John, O. P., Ferrer, E., Wilhelm, F. H., & Gross, J. J. (2011) · Journal of Personality and Social Psychology · doi:10.1037/a0022410 · Cited by 189 · see citing works

Self–focused attention and emotional reactivity: The role of culture

Chentsova-Dutton, Y. E., & Tsai, J. L. (2010) · Journal of Personality and Social Psychology · doi:10.1037/a0018534 · Cited by 185 · see citing works

Automatic detection of pain intensity

Hammal, Z., & Cohn, J. F. (2012) · Proceedings of the 14th ACM international conference on Multimodal interaction · doi:10.1145/2388676.2388688 · Cited by 185 · see citing works

Automatic Detection of Learning-Centered Affective States in the Wild

Bosch, N., D'Mello, S., Baker, R., Ocumpaugh, J., Shute, V., Ventura, M., Wang, L., & Zhao, W. (2015) · Proceedings of the 20th International Conference on Intelligent User Interfaces · doi:10.1145/2678025.2701397 · Cited by 178 · see citing works

Turn down the volume or change the channel? Emotional effects of detached versus positive reappraisal

Shiota, M. N., & Levenson, R. W. (2012) · Journal of Personality and Social Psychology · doi:10.1037/a0029208 · Cited by 174 · see citing works

Spontaneous vs. posed facial behavior: automatic analysis of brow actions

Valstar, M. F., Pantic, M., Ambadar, Z., & Cohn, J. F. (2006) · Proceedings of the 8th international conference on Multimodal interfaces · doi:10.1145/1180995.1181031 · Cited by 168 · see citing works

The expression and experience of emotion in schizophrenia: a study of social interactions

Aghevli, M. A., Blanchard, J. J., & Horan, W. P. (2003) · Psychiatry Research · doi:10.1016/s0165-1781(03)00133-1 · Cited by 165 · see citing works

Investigating Spontaneous Facial Action Recognition through AAM Representations of the Face

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Understanding chimpanzee facial expression: insights into the evolution of communication

Parr, L. A., & Waller, B. M. (2006) · Social Cognitive and Affective Neuroscience · doi:10.1093/scan/nsl031 · Cited by 160 · see citing works

Facial mimicry and the mirror neuron system: simultaneous acquisition of facial electromyography and functional magnetic resonance imaging

Likowski, K. U., Mühlberger, A., Gerdes, A. B. M., Wieser, M. J., Pauli, P., & Weyers, P. (2012) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2012.00214 · Cited by 152 · see citing works

A sniff of happiness

de Groot, J. H. B., Smeets, M. A. M., Rowson, M. J., Bulsing, P. J., Blonk, C. G., Wilkinson, J. E., & Semin, G. R. (2015) · Psychological Science · doi:10.1177/0956797614566318 · Cited by 143 · see citing works

A survey of affect recognition methods: audio, visual and spontaneous expressions

Zeng, Z., Pantic, M., Roisman, G. I., & Huang, T. S. (2007) · Proceedings of the 9th international conference on Multimodal interfaces · doi:10.1145/1322192.1322216 · Cited by 144 · see citing works

Communicative facial displays as a new conversational modality

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Evolution of facial muscle anatomy in dogs

Kaminski, J., Waller, B. M., Diogo, R., Hartstone-Rose, A., & Burrows, A. M. (2019) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1820653116 · Cited by 138 · see citing works

Facial age affects emotional expression decoding

Fölster, M., Hess, U., & Werheid, K. (2014) · Frontiers in Psychology · doi:10.3389/fpsyg.2014.00030 · Cited by 139 · see citing works

Towards multimodal emotion recognition in e-learning environments

Bahreini, K., Nadolski, R., & Westera, W. (2016) · Interactive Learning Environments · doi:10.1080/10494820.2014.908927 · Cited by 137 · see citing works

Is the Putative Mirror Neuron System Associated with Empathy? A Systematic Review and Meta-Analysis

Bekkali, S., Youssef, G. J., Donaldson, P. H., Albein-Urios, N., Hyde, C., & Enticott, P. G. (2021) · Neuropsychology Review · doi:10.1007/s11065-020-09452-6 · Cited by 128 · see citing works

A Systematic Literature Review of Emotion Regulation Measurement in Individuals With Autism Spectrum Disorder

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The nuts and bolts of behavioral observation of marital and family interaction

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Effects of Acute Tryptophan Depletion on Mood and Facial Emotion Perception Related Brain Activation and Performance in Healthy Women with and without a Family History of Depression

van der Veen, F. M., Evers, E. A. T., Deutz, N. E. P., & Schmitt, J. A. J. (2007) · Neuropsychopharmacology · doi:10.1038/sj.npp.1301212 · Cited by 118 · see citing works

First Impressions in Human--Agent Virtual Encounters

Cafaro, A., Vilhjálmsson, H. H., & Bickmore, T. (2016) · ACM Transactions on Computer-Human Interaction · doi:10.1145/2940325 · Cited by 120 · see citing works

Comparison of Deliberate and Spontaneous Facial Movement in Smiles and Eyebrow Raises

Schmidt, K. L., Bhattacharya, S., & Denlinger, R. (2009) · Journal of Nonverbal Behavior · doi:10.1007/s10919-008-0058-6 · Cited by 117 · see citing works

An audience effect on smile production in 10-month-old infants

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Facial expression recognition via deep learning

Lv, Y., Feng, Z., & Xu, C. (2014) · 2014 International Conference on Smart Computing · doi:10.1109/smartcomp.2014.7043872 · Cited by 122 · see citing works

Preserved emotional awareness of pain in a patient with extensive bilateral damage to the insula, anterior cingulate, and amygdala

Feinstein, J. S., Khalsa, S. S., Salomons, T. V., Prkachin, K. M., Frey-Law, L. A., Lee, J. E., Tranel, D., & Rudrauf, D. (2016) · Brain Structure and Function · doi:10.1007/s00429-014-0986-3 · Cited by 108 · see citing works

Facial Trust Appraisal Negatively Biased in Borderline Personality Disorder

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GibbonFACS: A Muscle-Based Facial Movement Coding System for Hylobatids

Waller, B. M., Lembeck, M., Kuchenbuch, P., Burrows, A. M., & Liebal, K. (2012) · International Journal of Primatology · doi:10.1007/s10764-012-9611-6 · Cited by 97 · see citing works

Multimodal emotional state recognition using sequence-dependent deep hierarchical features

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Intramuscular electrical stimulation of facial muscles in humans and chimpanzees: Duchenne revisited and extended

Waller, B. M., Vick, S.-J., Parr, L. A., Bard, K. A., Pasqualini, M. C. S., Gothard, K. M., & Fuglevand, A. J. (2006) · Emotion · doi:10.1037/1528-3542.6.3.367 · Cited by 72 · see citing works

Efficient Emotional Adaptation for Audio-Driven Talking-Head Generation

Gan, Y., Yang, Z., Yue, X., Sun, L., & Yang, Y. (2023) · 2023 IEEE/CVF International Conference on Computer Vision (ICCV) · doi:10.1109/iccv51070.2023.02069 · Cited by 72 · see citing works

Recognizing expressions from face and body gesture by temporal normalized motion and appearance features

Chen, S., Tian, Y., Liu, Q., & Metaxas, D. N. (2013) · Image and Vision Computing · doi:10.1016/j.imavis.2012.06.014 · Cited by 72 · see citing works

Spotting segments displaying facial expression from image sequences using HMM

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Facial expression recognition using thermal image processing and neural network

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Deep Multimodal Emotion Recognition on Human Speech: A Review

Koromilas, P., & Giannakopoulos, T. (2021) · Applied Sciences · doi:10.3390/app11177962 · Cited by 58 · see citing works

Temporal Bayesian Fusion for Affect Sensing: Combining Video, Audio, and Lexical Modalities

Savran, A., Cao, H., Nenkova, A., & Verma, R. (2015) · IEEE Transactions on Cybernetics · doi:10.1109/tcyb.2014.2362101 · Cited by 53 · see citing works

Automatic measurement of ad preferences from facial responses gathered over the Internet

McDuff, D., El Kaliouby, R., Senechal, T., Demirdjian, D., & Picard, R. (2014) · Image and Vision Computing · doi:10.1016/j.imavis.2014.01.004 · Cited by 52 · see citing works

Efficacy of musical interventions in dementia: methodological requirements of nonpharmacological trials

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A Resource Efficient Integer-Arithmetic-Only FPGA-Based CNN Accelerator for Real-Time Facial Emotion Recognition

Kim, J., Kang, J.-K., & Kim, Y. (2021) · IEEE Access · doi:10.1109/access.2021.3099075 · Cited by 50 · see citing works

Qualitative Health Research: Challenges for the 21st Century

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Modality Dropout for Improved Performance-driven Talking Faces

Hussen Abdelaziz, A., Theobald, B.-J., Dixon, P., Knothe, R., Apostoloff, N., & Kajareker, S. (2020) · Proceedings of the 2020 International Conference on Multimodal Interaction · doi:10.1145/3382507.3418840 · Cited by 42 · see citing works

Imitation of facial expressions in schizophrenia

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Virtual Affective Agents and Therapeutic Games

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State-of-the art in component technology for an animated face robot-its component technology development for interactive communication with humans

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Enhancement of Conversational Agents By Means of Multimodal Interaction

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Human perception of a conversational virtual human: An empirical study on the effect of emotion and culture

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Multimodal interaction, interfaces, and analytics

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Intensity measurement of spontaneous facial actions: Evaluation of different image representations

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Toward Accountable and Explainable Artificial Intelligence Part Two: The Framework Implementation

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