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A Review of Emotion Recognition Using Physiological Signals
9 references·16 citing·33 second hop
A Review of Emotion Recognition Using Physiological Signals (2018)A Review of Emotion Recognition Using Phy…EEG Emotion Recognition Using Dynamical Graph Convolutional Neural Networks (2018)EEG Emotion Recognition Using…Identifying Stable Patterns over Time for Emotion Recognition from EEG (2017)Identifying Stable Patterns o…DEAP: A Database for Emotion Analysis ;Using Physiological Signals (2011)DEAP: A Database for Emotion …A Multimodal Database for Affect Recognition and Implicit Tagging (2011)A Multimodal Database for Aff…EEG-Based Emotion Recognition in Music Listening (2010)EEG-Based Emotion Recognition…Emotion recognition based on physiological changes in music listening (2008)Emotion recognition based on …The James-Lange theory of emotions: a critical examination and an alternative theory. By Walter B. Cannon, 1927. (1988)The James-Lange theory of emo…The James-Lange Theory of Emotions: A Critical Examination and an Alternative Theory (1927)The James-Lange Theory of Emo…II.—WHAT IS AN EMOTION ? (1884)II.—WHAT IS AN EMOTION ?Emotion recognition in EEG signals using deep learning methods: A review (2023)Emotion recognition in EEG si…Emotion recognition and artificial intelligence: A systematic review (2014–2023) and research recommendations (2023)Emotion recognition and artif…Deep learning-based multimodal emotion recognition from audio, visual, and text modalities: A systematic review of recent advancements and future prospects (2023)Deep learning-based multimoda…Investigating EEG-based functional connectivity patterns for multimodal emotion recognition (2022)Investigating EEG-based funct…Emotion Recognition for Everyday Life Using Physiological Signals From Wearables: A Systematic Literature Review (2022)Emotion Recognition for Every…Contrastive Learning of Subject-Invariant EEG Representations for Cross-Subject Emotion Recognition (2022)Contrastive Learning of Subje…CNN and LSTM based ensemble learning for human emotion recognition using EEG recordings (2022)CNN and LSTM based ensemble l…Review on Emotion Recognition Based on Electroencephalography (2021)Review on Emotion Recognition…Emotion recognition based on EEG feature maps through deep learning network (2021)Emotion recognition based on …Wearable Emotion Recognition Using Heart Rate Data from a Smart Bracelet (2020)Wearable Emotion Recognition …Facial emotion recognition using deep learning: review and insights (2020)Facial emotion recognition us…Emotion Recognition Using Eye-Tracking: Taxonomy, Review and Current Challenges (2020)Emotion Recognition Using Eye…Emotion Recognition in Immersive Virtual Reality: From Statistics to Affective Computing (2020)Emotion Recognition in Immers…Deep-Net: A Lightweight CNN-Based Speech Emotion Recognition System Using Deep Frequency Features (2020)Deep-Net: A Lightweight CNN-B…SAE+LSTM: A New Framework for Emotion Recognition From Multi-Channel EEG (2019)SAE+LSTM: A New Framework for…A Review, Current Challenges, and Future Possibilities on Emotion Recognition Using Machine Learning and Physiological Signals (2019)A Review, Current Challenges,…A circumplex model of affect. (1980)Measuring emotion: The self-assessment manikin and the semantic differential (1994)Affective Computing (1997)A Decision-Theoretic Generalization of On-Line Learning and an Application to Boosting (1997)A Survey of Affect Recognition Methods: Audio, Visual, and Spontaneous Expressions (2008)DREAMER: A Database for Emotion Recognition Through EEG and ECG Signals From Wireless Low-cost Off-the-Shelf Devices (2017)Emotions Recognition Using EEG Signals: A Survey (2017)Toward machine emotional intelligence: analysis of affective physiological state (2001)EEG-Based Emotion Recognition Using Regularized Graph Neural Networks (2020)Emotion recognition using multi-modal data and machine learning techniques: A tutorial and review (2020)The principles of psychology, Vol I. (1890)The Principles of Psychology (1891)Emotion recognition in human-computer interaction (2001)Mechanism Design via Differential Privacy (2007)Investigating Critical Frequency Bands and Channels for EEG-Based Emotion Recognition with Deep Neural Networks (2015)EEG-Based Emotion Recognition via Channel-Wise Attention and Self Attention (2020)EEG Based Emotion Recognition: A Tutorial and Review (2022)Measures of emotion: A review (2009)Comparing Recognition Performance and Robustness of Multimodal Deep Learning Models for Multimodal Emotion Recognition (2022)The Extended Cohn-Kanade Dataset (CK+): A complete dataset for action unit and emotion-specified expression (2010)AffectNet: A Database for Facial Expression, Valence, and Arousal Computing in the Wild (2017)Reliable Crowdsourcing and Deep Locality-Preserving Learning for Expression Recognition in the Wild (2017)Masked Face Emotion Recognition Based on Facial Landmarks and Deep Learning Approaches for Visually Impaired People (2023)Advances in Facial Expression Recognition: A Survey of Methods, Benchmarks, Models, and Datasets (2024)An argument for basic emotions (1992)Preferred Reporting Items for Systematic Reviews and Meta-Analyses: The PRISMA Statement (2009)A comprehensive review of deep learning in EEG-based emotion recognition: classifications, trends, and practical implications (2024)A Systematic Review on Multimodal Emotion Recognition: Building Blocks, Current State, Applications, and Challenges (2024)Enhanced multimodal emotion recognition in healthcare analytics: A deep learning based model-level fusion approach (2024)Relations among emotion, appraisal, and emotional action readiness. (1989)Core affect and the psychological construction of emotion. (2003)The Emerging Field of Emotion Regulation: An Integrative Review (1998)What are emotions? And how can they be measured? (2005)
this work references cited by second hop

References

  • 2011DEAP: A Database for Emotion Analysis ;Using Physiological Signals5,082 cited
  • 1884II.—WHAT IS AN EMOTION ?3,445 cited
  • 1927The James-Lange Theory of Emotions: A Critical Examination and an Alternative Theory1,896 cited
  • 2011A Multimodal Database for Affect Recognition and Implicit Tagging1,664 cited
  • 2018EEG Emotion Recognition Using Dynamical Graph Convolutional Neural Networks1,605 cited
  • 2008Emotion recognition based on physiological changes in music listening1,085 cited
  • 2010EEG-Based Emotion Recognition in Music Listening1,023 cited
  • 2017Identifying Stable Patterns over Time for Emotion Recognition from EEG995 cited
  • 1988The James-Lange theory of emotions: a critical examination and an alternative theory. By Walter B. Cannon, 1927.174 cited

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  • 2019A Review, Current Challenges, and Future Possibilities on Emotion Recognition Using Machine Learning and Physiological Signals322 cited
  • 2022Contrastive Learning of Subject-Invariant EEG Representations for Cross-Subject Emotion Recognition300 cited
  • 2020Emotion Recognition Using Eye-Tracking: Taxonomy, Review and Current Challenges

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  • 2020Emotion Recognition in Immersive Virtual Reality: From Statistics to Affective Computing270 cited
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  • 2023Deep learning-based multimodal emotion recognition from audio, visual, and text modalities: A systematic review of recent advancements and future prospects256 cited
  • 2022Investigating EEG-based functional connectivity patterns for multimodal emotion recognition238 cited
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  • 2022Emotion Recognition for Everyday Life Using Physiological Signals From Wearables: A Systematic Literature Review215 cited
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  • 2020Deep-Net: A Lightweight CNN-Based Speech Emotion Recognition System Using Deep Frequency Features174 cited
  • 2021Review on Emotion Recognition Based on Electroencephalography161 cited