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Feature-Level and Model-Level Audiovisual Fusion for Emotion Recognition in the Wild
16 references·1 citing·39 second hop
Feature-Level and Model-Level Audiovisual Fusion for Emotion Recognition in the Wild (2019)Feature-Level and Model-Level Audiovisual…Video-based emotion recognition in the wild using deep transfer learning and score fusion (2017)Video-based emotion recogniti…Temporal multimodal fusion for video emotion classification in the wild (2017)Temporal multimodal fusion fo…Reliable Crowdsourcing and Deep Locality-Preserving Learning for Expression Recognition in the Wild (2017)Reliable Crowdsourcing and De…Learning supervised scoring ensemble for emotion recognition in the wild (2017)Learning supervised scoring e…Automatic Analysis of Facial Actions: A Survey (2017)Automatic Analysis of Facial …Video-based emotion recognition using CNN-RNN and C3D hybrid networks (2016)Video-based emotion recogniti…Emotion recognition in the wild from videos using images (2016)Emotion recognition in the wi…Recurrent Neural Networks for Emotion Recognition in Video (2015)Recurrent Neural Networks for…Collecting Large, Richly Annotated Facial-Expression Databases from Movies (2012)Collecting Large, Richly Anno…AVEC 2011–The First International Audio/Visual Emotion Challenge (2011)AVEC 2011–The First Internati…The Extended Cohn-Kanade Dataset (CK+): A complete dataset for action unit and emotion-specified expression (2010)The Extended Cohn-Kanade Data…A Survey of Affect Recognition Methods: Audio, Visual, and Spontaneous Expressions (2008)A Survey of Affect Recognitio…Emotion Recognition Based on Joint Visual and Audio Cues (2006)Emotion Recognition Based on …Web-Based Database for Facial Expression Analysis (2005)Web-Based Database for Facial…Emotion recognition in human–computer interaction (2005)Emotion recognition in human–…Emotion recognition in human-computer interaction (2001)Emotion recognition in human-…Hybrid Attention Cascade Network for Facial Expression Recognition (2021)Hybrid Attention Cascade Netw…The expression of the emotions in man and animals. (1872)Belief, Attitude, Intention and Behavior: An Introduction to Theory and Research (1975)Emotion And Adaptation (1991)Survey on speech emotion recognition: Features, classification schemes, and databases (2010)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)Facial Action Coding System (1978)The nature of emotion: Fundamental questions. (1994)Core affect, prototypical emotional episodes, and other things called emotion: Dissecting the elephant. (1999)Primitives-based evaluation and estimation of emotions in speech (2007)The Role of Nonlinear Dynamics in Affective Valence and Arousal Recognition (2011)Survey on audiovisual emotion recognition: databases, features, and data fusion strategies (2014)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)Affective Computing (1997)Affect Detection: An Interdisciplinary Review of Models, Methods, and Their Applications (2010)A Multimodal Database for Affect Recognition and Implicit Tagging (2011)Design Patterns: Elements of Reusable Object-Oriented Software (1994)Comprehensive database for facial expression analysis (2002)CREMA-D: Crowd-Sourced Emotional Multimodal Actors Dataset (2014)Going deeper in facial expression recognition using deep neural networks (2016)Occlusion Aware Facial Expression Recognition Using CNN With Attention Mechanism (2018)OpenEAR — Introducing the munich open-source emotion and affect recognition toolkit (2009)EmoNets: Multimodal deep learning approaches for emotion recognition in video (2015)Multi-Objective Based Spatio-Temporal Feature Representation Learning Robust to Expression Intensity Variations for Facial Expression Recognition (2017)Deep Learning for Human Affect Recognition: Insights and New Developments (2019)Emotion Recognition for Human-Robot Interaction: Recent Advances and Future Perspectives (2020)Deep Learning for Emotion Recognition on Small Datasets using Transfer Learning (2015)Image based Static Facial Expression Recognition with Multiple Deep Network Learning (2015)EmotioNet: An Accurate, Real-Time Algorithm for the Automatic Annotation of a Million Facial Expressions in the Wild (2016)AffectNet: A Database for Facial Expression, Valence, and Arousal Computing in the Wild (2017)Deep Facial Expression Recognition: A Survey (2020)Facial Expression Recognition Using Enhanced Deep 3D Convolutional Neural Networks (2017)Hybrid deep neural networks for face emotion recognition (2018)Context-Aware Emotion Recognition Networks (2019)Efficient Facial Expression Recognition Algorithm Based on Hierarchical Deep Neural Network Structure (2019)A performance comparison of eight commercially available automatic classifiers for facial affect recognition (2020)Investigating Bias and Fairness in Facial Expression Recognition (2020)Region Attention Networks for Pose and Occlusion Robust Facial Expression Recognition (2020)Suppressing Uncertainties for Large-Scale Facial Expression Recognition (2020)
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References

  • 2010The Extended Cohn-Kanade Dataset (CK+): A complete dataset for action unit and emotion-specified expression4,299 cited
  • 2008A Survey of Affect Recognition Methods: Audio, Visual, and Spontaneous Expressions2,797 cited
  • 2001Emotion recognition in human-computer interaction2,601 cited
  • 2017Reliable Crowdsourcing and Deep Locality-Preserving Learning for Expression Recognition in the Wild1,467 cited
  • 2005Web-Based Database for Facial Expression Analysis1,104 cited
  • 2012Collecting Large, Richly Annotated Facial-Expression Databases from Movies664 cited
  • 2016Video-based emotion recognition using CNN-RNN and C3D hybrid networks557 cited
  • 2005Emotion recognition in human–computer interaction412 cited
  • 2015Recurrent Neural Networks for Emotion Recognition in Video386 cited
  • 2017Automatic Analysis of Facial Actions: A Survey353 cited
  • 2011AVEC 2011–The First International Audio/Visual Emotion Challenge271 cited
  • 2017Video-based emotion recognition in the wild using deep transfer learning and score fusion235 cited
  • 2006Emotion Recognition Based on Joint Visual and Audio Cues202 cited
  • 2017Temporal multimodal fusion for video emotion classification in the wild179 cited
  • 2016

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Emotion recognition in the wild from videos using images
173 cited
  • 2017Learning supervised scoring ensemble for emotion recognition in the wild162 cited
  • Cited by

    • 2021Hybrid Attention Cascade Network for Facial Expression Recognition39 cited