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# Emotional-gesture-papers

## Latest work

**[1] Affect2MM: Affective Analysis of Multimedia Content Using Emotion Causality**
- intro: University of Maryland 2021
- point: emotion understanding in University of Maryland
- paper: [https://arxiv.org/pdf/2103.06541.pdf
](https://arxiv.org/pdf/2103.06541.pdf)
- project: https://gamma.umd.edu/researchdirections/affectivecomputing/affect2mm/

## Basic Emotion theories

***Emotion drives human behaviours (normal emotional gestures)***

**[1] Body Cues, Not Facial Expressions, Discriminate Between Intense Positive and Negative Emotions**
- intro: Hillel Aviezer, nature 2012
- point: it's the strong support to our work, gestures can be better than facial expressions
- paper: [https://www.paulekman.com/wp-content/uploads/2013/07/Are-There-Basic-Emotions1.pdf](https://www.paulekman.com/wp-content/uploads/2013/07/Are-There-Basic-Emotions1.pdf)

**[2] Bodily expression of emotion**
- intro: Harald G. Wallbotts, European journal of social psychology, 1998
- point: Gestures to some degree are specific for certain emotions.
- paper: [https://onlinelibrary.wiley.com/doi/abs/10.1002/%28SICI%291099-0992%281998110%2928%3A6%3C879%3A%3AAID-EJSP901%3E3.0.CO%3B2-W](https://onlinelibrary.wiley.com/doi/abs/10.1002/%28SICI%291099-0992%281998110%2928%3A6%3C879%3A%3AAID-EJSP901%3E3.0.CO%3B2-W)

**[3]Seeing Human Movement as Inherently Social**
- intro: M. D. Kaiser, Areti Chouchourelou
- paper: [https://www.semanticscholar.org/paper/Seeing-Human-Movement-as-Inherently-Social-Kaiser-Chouchourelou/6986fd9c2ac7ab11450253e20e256129bbab037b](https://www.semanticscholar.org/paper/Seeing-Human-Movement-as-Inherently-Social-Kaiser-Chouchourelou/6986fd9c2ac7ab11450253e20e256129bbab037b)

**[4]Do Bodily Expressions Compete with Facial Expressions? Time Course of Integration of Emotional Signals from the Face and the Body**
- intro: plos one, 2013
- point: support our work
- paper: [https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0066762#s8](https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0066762#s8)

**[5] Big Five OCEAN personality**
- intro: five personalities
- point: support to MG

**[6] Bodily expression of emotion**
- intro: others indicate that movement behavior (aside from facial expression) may be only indicative of the quantity (intensity) of emotion, but not of its quality
- https://www.researchgate.net/publication/279936881_Bodily_expression_of_emotion
- body expression is more of intensity, not quality

***Micro gestures (different from normal emotional gestures)***

**[1] What Every BODY is Saying: An Ex-FBI Agent's Guide to Speed-Reading People**
- intro: Joe Navarro, Marvin Karlins, 2009
- point: It's where our micro-gesture definition comes from
- paper: [https://books.google.nl/books?id=IUFQM-6OFEsC](https://books.google.nl/books?id=IUFQM-6OFEsC)

**[2] The Gift of Fear: Survival Signals That Protect Us from Violence**
- intro: Dell Publishing 1997
- point: The scientific reason behind the micro-gestures
- paper: [https://en.wikipedia.org/wiki/The_Gift_of_Fear](https://en.wikipedia.org/wiki/The_Gift_of_Fear)

**[3] Honest Signals: How They Shape Our World**
- intro: MIT 2008 
- point: Read hidden emotion via body language.
- paper: [https://books.google.nl/books/about/Honest_Signals.html?id=Zt88mwEACAAJ&redir_esc=y](https://books.google.nl/books/about/Honest_Signals.html?id=Zt88mwEACAAJ&redir_esc=y)

**[4] Who can catch a liar?**
- intro: 2013, Ekman group
- point: Deception via body language.
- paper: [https://psycnet.apa.org/record/1992-05387-001](https://psycnet.apa.org/record/1992-05387-001)

**[5] Body Language For Dummies**
- intro: 2015, Elizabeth Kuhnke
- point:  Reading body language.
- paper: [https://www.wiley.com/en-us/Body+Language+For+Dummies%2C+3rd+Edition-p-9781119067399](https://www.wiley.com/en-us/Body+Language+For+Dummies%2C+3rd+Edition-p-9781119067399)

**[6] Put Your Best Foot Forward: Make a Great Impression by Taking Control of How Others See You**
- intro: 2002, Jo-Ellan Dimitrius, Mark Mazzarella
- point: implementation of MG.

**[7] The Book of Tells : from the Bedroom to the Boardroom : how to Read Other People**
- intro: Peter Collett, 2005
- point: implementation of MG.

## Surveys

**[1] Survey on Emotional Body Gesture Recognition**
- intro: Transactions on Affective Computing, 2018
- point: most detailed one
- paper: [https://arxiv.org/pdf/1801.07481.pdf](https://arxiv.org/pdf/1801.07481.pdf)

**[2] Artificial (Emotional) Intelligence**
- intro: basic overview, Marina Krakovsky, Communications of the ACM
- paper: https://m-cacm.acm.org/magazines/2018/4/226375-artificial-emotional-intelligence/fulltext?mobile=true

**[3] Body Movements for Affective Expression: A Survey of Automatic Recognition and Generation**
- intro: Transactions on Affective Computing, 2013, Michelle Karg
- highlight: Directions for Future Work
- paper: https://www.researchgate.net/publication/260946141_Body_Movements_for_Affective_Expression_A_Survey_of_Automatic_Recognition_and_Generation

**[4] Affective Body Expression Perception and Recognition: A Survey**
- intro: Transactions on Affective Computing, 2013, Andrea Kleinsmith
- point: listed all the feature details 
- paper: [https://ieeexplore.ieee.org/document/6212434](https://ieeexplore.ieee.org/document/6212434)

## Some related methods for emotional gestures

**[1] Recognizing emotions expressed by body pose: A biologically inspired neural model**
- intro: Neural Networks 2008, KonradSchindle
- point: from a decent group
- paper: http://www.beatricedegelder.com/documents/schindl09.pdf

**[2] : Emotion Expression in Body Action and Posture**
- intro: Emotion 2011.
- point: University of Geneva (they publish a classical but old dataset) with this method
- paper: [https://www.researchgate.net/publication/51780012_Emotion_Expression_in_Body_Action_and_Posture](https://www.researchgate.net/publication/51780012_Emotion_Expression_in_Body_Action_and_Posture)

**[3] : Emotion Analysis and Classification: Understanding the Performers' Emotions Using the LMA Entities**
- intro: Emotion 2011.
- point: University of Geneva (they publish a classical but old dataset) with this method
- paper: [https://www.researchgate.net/publication/51780012_Emotion_Expression_in_Body_Action_and_Posture](https://www.researchgate.net/publication/51780012_Emotion_Expression_in_Body_Action_and_Posture)

more state-of-the-art methods please see:
https://smartblogchen.wordpress.com/2019/01/29/rgb-action-recognition-baseline/

## DATASET

**[1] ARBEE: Towards Automated Recognition of Bodily Expression of Emotion In the Wild**
- intro: IJCV, bigest dataset
- paper: [ https://arxiv.org/pdf/1808.09568.pdf](https://arxiv.org/pdf/1808.09568.pdf)
- project: http://cydar.ist.psu.edu/conference/BEEU2020/

**[2] Analyze Spontaneous Gestures for Emotional Stress State Recognition: A Micro-gesture Dataset and Analysis with Deep Learning**
- intro: our own dataset, first micro gesture dataset
- paper: [http://jultika.oulu.fi/files/nbnfi-fe202003248953.pdf](http://jultika.oulu.fi/files/nbnfi-fe202003248953.pdf)

**[3] Detection of Deception in the Mafia Party Game**
- intro: 2015. game setting is similar to our own dataset
- paper: [https://dl.acm.org/doi/10.1145/2818346.2820745](https://dl.acm.org/doi/10.1145/2818346.2820745)

**[4] Identifying Features of Bodily Expression As Indicators of Emotional Experience during Multimedia Learning**
- intro: Psychol., 2017. which is similar to our own dataset
- paper: [https://www.frontiersin.org/articles/10.3389/fpsyg.2017.01303/full](https://www.frontiersin.org/articles/10.3389/fpsyg.2017.01303/full)

**[5] Automatic Recognition of Non-Acted Affective Postures**
- intro: 2011 transactions on systems, man, and cybernetics. 
- point: Non-Acted Affective Postures, a relative old one
- paper(original one is in IEEE): [https://www.keer.org/keer2010/Papers/1964.pdf](https://www.keer.org/keer2010/Papers/1964.pdf)

**[6] Bi-modal Emotion Recognition from Expressive Face and Body Gestures**
- intro: Hatice Gunes, classical but old dataset
- paper: [https://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.1028.3325&rep=rep1&type=pdf](https://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.1028.3325&rep=rep1&type=pdf)

**[7] : Emotion Expression in Body Action and Posture**
- intro: Emotion 2011.
- point: University of Geneva (they publish a classical but old dataset)
- project: [https://www.researchgate.net/publication/51780012_Emotion_Expression_in_Body_Action_and_Posture](https://www.researchgate.net/publication/51780012_Emotion_Expression_in_Body_Action_and_Posture)

## Other directions

**[1] Basic dimensions for a general psychological theory : implications for personality, social, environmental, and developmental studies**
- intro: taking personalities, social background and others into account
- paper(cannot find original one): http://www.communicationcache.com/uploads/1/0/8/8/10887248/handbook_of_psychology_volume_5_personality_and_social_psychology_2003.pdf

**[2] Personality: a psychological and metaphysical problem**
- intro: personality
- paper: [https://philpapers.org/rec/BARPAP-15](https://philpapers.org/rec/BARPAP-15)

**[3] Cross-cultural differences in recognizing affect from body posture.**
- intro: Culture difference based
- paper: [https://www.sciencedirect.com/science/article/abs/pii/S0953543806000634](https://www.sciencedirect.com/science/article/abs/pii/S0953543806000634)

**[4] Emotion recognition in context**
- intro: CVPR 2017 context based
- paper: [https://openaccess.thecvf.com/content_cvpr_2017/html/Kosti_Emotion_Recognition_in_CVPR_2017_paper.html](https://openaccess.thecvf.com/content_cvpr_2017/html/Kosti_Emotion_Recognition_in_CVPR_2017_paper.html)

## Others

**[1] Are There Basic Emotions?**
- intro: Paul Ekman Group (the master in emotion field),1992
- paper: [https://www.paulekman.com/wp-content/uploads/2013/07/Are-There-Basic-Emotions1.pdf](https://www.paulekman.com/wp-content/uploads/2013/07/Are-There-Basic-Emotions1.pdf)

**[2] Paul Ekman Group papers, all about emotions**
- paper list: [https://www.paulekman.com/resources/journal-articles/](https://www.paulekman.com/resources/journal-articles/)

**[3] Good showcases of using MG**
- Youtube link: https://www.youtube.com/watch?v=lj7QRP37Wn0&t=3031s
- Youtube link: https://www.youtube.com/watch?v=MNWEuXg22CM
- Youtube link: https://www.youtube.com/watch?v=HVjaePXSopY
- Youtube link: https://www.youtube.com/watch?v=jln82IyG1G8

**[4] Deep Neural Network Augmentation: Generating Faces for Affect Analysis**
- Enhance the emotion recognition with augmented generated data

## Ideas

Attribution emotion 
Psychology theopy/yound old version emotional
Alter ego/mirror/self regularization
Understanding by iteration cognition
psychology explore outer ego
oxford hand book of ac 
mirror instand of recognition
emotion and well being resilence mindfulness,

## Unorganized
Pose-NDF: Modelling Human Pose Manifolds with Neural Distance Fields
HuMMan: Multi-Modal 4D Human Dataset for Versatile Sensing and Modeling
Residual Attention: A Simple but Effective Method for Multi-Label Recognition
MGSampler: An Explainable Sampling Strategy for Video Action Recognition
Evidential Deep Learning for Open Set Action Recognition
Learning De-biased Representations with Biased Representations 
Shallow Bayesian Meta Learning for Real-World Few-Shot Recognition
Beyond Trivial Counterfactual Explanations with Diverse Valuable Explanations
RDI-Net: Relational Dynamic Inference Networks
Just One Moment: Structural Vulnerability of Deep Action Recognition against One Frame Attack
EAT: A Large-Scale Semantic and Emotional Multi-Modal Dataset for Conversational Gestures Synthesis
Emotion Recognition for Multiple Context Awareness
S2-VER: Semi-Supervised Visual Emotion Recognition
Emotion-aware Multi-view Contrastive Learning for Facial Emotion Recognition
Predicting is not Understanding: Recognizing and Addressing Underspecification in Machine Learning

pami
Recognizing action units for facial expression analysis
Coupled Gaussian processes for pose-invariant facial expression recognition
Hierarchical Spatio-Temporal Probabilistic Graphical Model with Multiple Feature Fusion for Binary Facial Attribute Classification in Real-World Face Videos
Automatic Analysis of Facial Affect: A Survey of Registration, Representation, and Recognition
Survey on RGB, 3D, Thermal, and Multimodal Approaches for Facial Expression Recognition: History, Trends, and Affect-Related Applications
A Survey of Affect Recognition Methods: Audio, Visual, and Spontaneous Expressions
Classification of Complex Information: Inference of Co-Occurring Affective States from Their Expressions in Speech
CAS(ME)3: A Third Generation Facial Spontaneous Micro-Expression Database With Depth Information and High Ecological Validity
Relative Hidden Markov Models for Video-Based Evaluation of Motion Skills in Surgical Training
Video-Based Facial Micro-Expression Analysis: A Survey of Datasets, Features and Algorithms
Discriminant Functional Learning of Color Features for the Recognition of Facial Action Units and Their Intensities
Brain-Machine Coupled Learning Method for Facial Emotion Recognition
Emotional Attention: From Eye Tracking to Computational Modeling
A Novel Geometric Framework on Gram Matrix Trajectories for Human Behavior Understanding
Emotion recognition based on physiological changes in music listening
Toward machine emotional intelligence: analysis of affective physiological state
A Survey of Affect Recognition Methods: Audio, Visual, and Spontaneous Expressions
Context Based Emotion Recognition Using EMOTIC Dataset
Dawn of the Transformer Era in Speech Emotion Recognition: Closing the Valence Gap
Nonlinear Regression via Deep Negative Correlation Learning
Toward machine emotional intelligence: analysis of affective physiological state
Dynamic Probabilistic CCA for Analysis of Affective Behavior and Fusion of Continuous Annotations
SEWA DB: A Rich Database for Audio-Visual Emotion and Sentiment Research in the Wild
Affective Image Content Analysis: Two Decades Review and New Perspectives
Classification of Complex Information: Inference of Co-Occurring Affective States from Their Expressions in Speech

| Updated: 2023/09/27|
| :---------: |

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