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MMA-DFER: MultiModal Adaptation of unimodal models for Dynamic Facial Expression Recognition in-the-wild
16 references·0 citing·47 second hop
MMA-DFER: MultiModal Adaptation of unimodal models for Dynamic Facial Expression Recognition in-the-wild (2024)MMA-DFER: MultiModal Adaptation of unimod…Multimodal emotion recognition using cross modal audio-video fusion with attention and deep metric learning (2023)Multimodal emotion recognitio…Intensity-Aware Loss for Dynamic Facial Expression Recognition in the Wild (2023)Intensity-Aware Loss for Dyna…Expression snippet transformer for robust video-based facial expression recognition (2023)Expression snippet transforme…ABAW: Valence-Arousal Estimation, Expression Recognition, Action Unit Detection & Emotional Reaction Intensity Estimation Challenges (2023)ABAW: Valence-Arousal Estimat…A systematic survey on multimodal emotion recognition using learning algorithms (2023)A systematic survey on multim…A review of multimodal emotion recognition from datasets, preprocessing, features, and fusion methods (2023)A review of multimodal emotio…MAFW: A Large-scale, Multi-modal, Compound Affective Database for Dynamic Facial Expression Recognition in the Wild (2022)MAFW: A Large-scale, Multi-mo…Impact of Deep Learning Approaches on Facial Expression Recognition in Healthcare Industries (2022)Impact of Deep Learning Appro…Clip-aware expressive feature learning for video-based facial expression recognition (2022)Clip-aware expressive feature…Emotion-Driven Analysis and Control of Human-Robot Interactions in Collaborative Applications (2021)Emotion-Driven Analysis and C…Deep learning-based facial emotion recognition for human–computer interaction applications (2021)Deep learning-based facial em…Emotion Recognition from Multimodal Physiological Signals for Emotion Aware Healthcare Systems (2020)Emotion Recognition from Mult…Driver Emotion Recognition for Intelligent Vehicles (2020)Driver Emotion Recognition fo…DFEW (2020)DFEWAffectNet: A Database for Facial Expression, Valence, and Arousal Computing in the Wild (2017)AffectNet: A Database for Fac…A facial expression emotion recognition based human-robot interaction system (2017)A facial expression emotion r…A Coefficient of Agreement for Nominal Scales (1960)Intraclass correlations: Uses in assessing rater reliability. 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(2003)International affective picture system (IAPS) : affective ratings of pictures and instruction manual (2005)Automated emotion recognition: Current trends and future perspectives (2022)Transformer-Based Self-Supervised Multimodal Representation Learning for Wearable Emotion Recognition (2023)A Comprehensive Review of Multimodal Emotion Recognition: Techniques, Challenges, and Future Directions (2025)Development and validation of brief measures of positive and negative affect: The PANAS scales. (1988)Development and validation of brief measures of positive and negative affect: The PANAS scales. (1988)Intelligent In‐Vehicle Interaction Technologies (2021)Multimodal Emotion Recognition on RAVDESS Dataset Using Transfer Learning (2021)Toward human-vehicle collaboration: Review and perspectives on human-centered collaborative automated driving (2021)The expression of the emotions in man and animals. (1872)Measuring nominal scale agreement among many raters. (1971)FERV39k: A Large-Scale Multi-Scene Dataset for Facial Expression Recognition in Videos (2022)Unlocking the Emotional World of Visual Media: An Overview of the Science, Research, and Impact of Understanding Emotion (2023)The James-Lange Theory of Emotions: A Critical Examination and an Alternative Theory (1927)An argument for basic emotions (1992)Facial expression recognition with Convolutional Neural Networks: Coping with few data and the training sample order (2016)Facial emotion recognition based real-time learner engagement detection system in online learning context using deep learning models (2022)Deep learning-based multimodal emotion recognition from audio, visual, and text modalities: A systematic review of recent advancements and future prospects (2023)Recognizing Facial Expression: Machine Learning and Application to Spontaneous Behavior (2005)The Extended Cohn-Kanade Dataset (CK+): A complete dataset for action unit and emotion-specified expression (2010)Region Attention Networks for Pose and Occlusion Robust Facial Expression Recognition (2020)Applications of ML/DL in the management of smart cities and societies based on new trends in information technologies: A systematic literature review (2022)Multi-Relations Aware Network for In-the-Wild Facial Expression Recognition (2023)From Static to Dynamic: Adapting Landmark-Aware Image Models for Facial Expression Recognition in Videos (2024)Toward machine emotional intelligence: analysis of affective physiological state (2001)DEAP: A Database for Emotion Analysis ;Using Physiological Signals (2011)Investigating Critical Frequency Bands and Channels for EEG-Based Emotion Recognition with Deep Neural Networks (2015)A Systematic Review on Multimodal Emotion Recognition: Building Blocks, Current State, Applications, and Challenges (2024)Using transformers for multimodal emotion recognition: Taxonomies and state of the art review (2024)A review on EEG-based multimodal learning for emotion recognition (2025)Praat, a system for doing phonetics by computer (2002)The Ryerson Audio-Visual Database of Emotional Speech and Song (RAVDESS): A dynamic, multimodal set of facial and vocal expressions in North American English (2018)Multimodal Emotion Recognition Using Visual, Vocal and Physiological Signals: A Review (2024)A Survey of Affect Recognition Methods: Audio, Visual, and Spontaneous Expressions (2008)IEMOCAP: interactive emotional dyadic motion capture database (2008)HTNet for micro-expression recognition (2024)
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References

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  • 2021Deep learning-based facial emotion recognition for human–computer interaction applications417 cited
  • 2020Driver Emotion Recognition for Intelligent Vehicles243 cited
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  • 2023A review of multimodal emotion recognition from datasets, preprocessing, features, and fusion methods144 cited
  • 2023Multimodal emotion recognition using cross modal audio-video fusion with attention and deep metric learning141 cited
  • 2023Expression snippet transformer for robust video-based facial expression recognition119 cited
  • 2023ABAW: Valence-Arousal Estimation, Expression Recognition, Action Unit Detection & Emotional Reaction Intensity Estimation Challenges102 cited
  • 2022MAFW: A Large-scale, Multi-modal, Compound Affective Database for Dynamic Facial Expression Recognition in the Wild93 cited
  • 2021Emotion-Driven Analysis and Control of Human-Robot Interactions in Collaborative Applications

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81 cited
  • 2022Clip-aware expressive feature learning for video-based facial expression recognition81 cited
  • 2023Intensity-Aware Loss for Dynamic Facial Expression Recognition in the Wild81 cited
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