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Deep neural network-based fusion model for emotion recognition using visual data
13 references·1 citing·46 second hop
Deep neural network-based fusion model for emotion recognition using visual data (2021)Deep neural network-based fusion model fo…Video-based emotion recognition using CNN-RNN and C3D hybrid networks (2016)Video-based emotion recogniti…HoloNet: towards robust emotion recognition in the wild (2016)HoloNet: towards robust emoti…Going deeper in facial expression recognition using deep neural networks (2016)Going deeper in facial expres…EmotiW 2016: video and group-level emotion recognition challenges (2016)EmotiW 2016: video and group-…Variable-state latent conditional random fields for facial expression recognition and action unit detection (2015)Variable-state latent conditi…Recurrent Neural Networks for Emotion Recognition in Video (2015)Recurrent Neural Networks for…Image based Static Facial Expression Recognition with Multiple Deep Network Learning (2015)Image based Static Facial Exp…Contrasting and Combining Least Squares Based Learners for Emotion Recognition in the Wild (2015)Contrasting and Combining Lea…Capturing AU-Aware Facial Features and Their Latent Relations for Emotion Recognition in the Wild (2015)Capturing AU-Aware Facial Fea…Emotion Recognition and Its Applications (2014)Emotion Recognition and Its A…Automatic measurement of ad preferences from facial responses gathered over the Internet (2014)Automatic measurement of ad p…Speaker-dependent audio-visual emotion recognition (2009)Speaker-dependent audio-visua…Real-Time Nonintrusive Monitoring and Prediction of Driver Fatigue (2004)Real-Time Nonintrusive Monito…Multimodal emotion recognition based on a fusion of audiovisual information with temporal dynamics (2024)Multimodal emotion recognitio…Facial Action Coding System (1978)Web-Based Database for Facial Expression Analysis (2005)The Extended Cohn-Kanade Dataset (CK+): A complete dataset for action unit and emotion-specified expression (2010)A Brief Review of Facial Emotion Recognition Based on Visual Information (2018)Occlusion Aware Facial Expression Recognition Using CNN With Attention Mechanism (2018)Reliable Crowdsourcing and Deep Locality-Preserving Learning for Unconstrained Facial Expression Recognition (2018)A Survey of Affect Recognition Methods: Audio, Visual, and Spontaneous Expressions (2008)FaceNet2ExpNet: Regularizing a Deep Face Recognition Net for Expression Recognition (2017)Identity-Aware Convolutional Neural Network for Facial Expression Recognition (2017)A survey on facial emotion recognition techniques: A state-of-the-art literature review (2021)OpenEAR — Introducing the munich open-source emotion and affect recognition toolkit (2009)Collecting Large, Richly Annotated Facial-Expression Databases from Movies (2012)EmoNets: Multimodal deep learning approaches for emotion recognition in video (2015)Hierarchical committee of deep convolutional neural networks for robust facial expression recognition (2016)Multi-Objective Based Spatio-Temporal Feature Representation Learning Robust to Expression Intensity Variations for Facial Expression Recognition (2017)Emotion Recognition for Human-Robot Interaction: Recent Advances and Future Perspectives (2020)Comprehensive database for facial expression analysis (2002)Spontaneous Expression Recognition Using Universal Attribute Model (2018)Multiple Attention Network for Facial Expression Recognition (2020)Facial Emotion Recognition using Convolution Neural Network (2021)Experimental Design in Psychological Research (2002)A database of German emotional speech (2005)What are emotions? 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(2005)Weighted spectral features based on local Hu moments for speech emotion recognition (2015)Parallelized Convolutional Recurrent Neural Network With Spectral Features for Speech Emotion Recognition (2019)Spatiotemporal and frequential cascaded attention networks for speech emotion recognition (2021)Static facial expression analysis in tough conditions: Data, evaluation protocol and benchmark (2011)Automatic Analysis of Facial Affect: A Survey of Registration, Representation, and Recognition (2014)Multi-cue fusion for emotion recognition in the wild (2018)Emotion Recognition from ECG Signals Using Wavelet Scattering and Machine Learning (2021)Emotion recognition using a hierarchical binary decision tree approach (2011)Combining modality specific deep neural networks for emotion recognition in video (2013)A visual attention based ROI detection method for facial expression recognition (2018)A Survey of AI-Based Facial Emotion Recognition: Features, ML & DL Techniques, Age-Wise Datasets and Future Directions (2021)Landmark guidance independent spatio-channel attention and complementary context information based facial expression recognition (2021)Affective computing: challenges (2003)Fundamentals of game design (2010)Speech Emotion Recognition Using Multi-hop Attention Mechanism (2019)Development and Progress in Sensors and Technologies for Human Emotion Recognition (2021)A Joint Cross-Attention Model for Audio-Visual Fusion in Dimensional Emotion Recognition (2022)Driver Drowsiness Classification Using Fuzzy Wavelet-Packet-Based Feature-Extraction Algorithm (2010)End-to-End Multimodal Emotion Recognition Using Deep Neural Networks (2017)Driver Fatigue Detection Systems: A Review (2018)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)
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References

  • 2016Going deeper in facial expression recognition using deep neural networks1,117 cited
  • 2004Real-Time Nonintrusive Monitoring and Prediction of Driver Fatigue752 cited
  • 2015Image based Static Facial Expression Recognition with Multiple Deep Network Learning602 cited
  • 2016Video-based emotion recognition using CNN-RNN and C3D hybrid networks557 cited
  • 2015Recurrent Neural Networks for Emotion Recognition in Video386 cited
  • 2014Emotion Recognition and Its Applications155 cited
  • 2016EmotiW 2016: video and group-level emotion recognition challenges147 cited
  • 2009Speaker-dependent audio-visual emotion recognition136 cited
  • 2016HoloNet: towards robust emotion recognition in the wild115 cited
  • 2015Capturing AU-Aware Facial Features and Their Latent Relations for Emotion Recognition in the Wild97 cited
  • 2015Variable-state latent conditional random fields for facial expression recognition and action unit detection65 cited
  • 2015Contrasting and Combining Least Squares Based Learners for Emotion Recognition in the Wild63 cited
  • 2014Automatic measurement of ad preferences from facial responses gathered over the Internet52 cited

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  • 2024Multimodal emotion recognition based on a fusion of audiovisual information with temporal dynamics

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45 cited