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Facial Landmark-Based Emotion Recognition via Directed Graph Neural Network
15 references·5 citing·37 second hop
Facial Landmark-Based Emotion Recognition via Directed Graph Neural Network (2020)Facial Landmark-Based Emotion Recognition…Spatial–Temporal Recurrent Neural Network for Emotion Recognition (2018)Spatial–Temporal Recurrent Ne…Multi-cue fusion for emotion recognition in the wild (2018)Multi-cue fusion for emotion …Facial Expression Recognition with Inconsistently Annotated Datasets (2018)Facial Expression Recognition…Emotion recognition using deep learning approach from audio–visual emotional big data (2018)Emotion recognition using dee…A Compact Deep Learning Model for Robust Facial Expression Recognition (2018)A Compact Deep Learning Model…Temporal multimodal fusion for video emotion classification in the wild (2017)Temporal multimodal fusion fo…Learning supervised scoring ensemble for emotion recognition in the wild (2017)Learning supervised scoring e…Learning Bases of Activity for Facial Expression Recognition (2017)Learning Bases of Activity fo…Identity-Aware Convolutional Neural Network for Facial Expression Recognition (2017)Identity-Aware Convolutional …Facial Expression Recognition Using Enhanced Deep 3D Convolutional Neural Networks (2017)Facial Expression Recognition…Going deeper in facial expression recognition using deep neural networks (2016)Going deeper in facial expres…Joint Fine-Tuning in Deep Neural Networks for Facial Expression Recognition (2015)Joint Fine-Tuning in Deep Neu…Deeply Learning Deformable Facial Action Parts Model for Dynamic Expression Analysis (2015)Deeply Learning Deformable Fa…AU-aware Deep Networks for facial expression recognition (2013)AU-aware Deep Networks for fa…Stochastic Estimation of the Maximum of a Regression Function (1952)Stochastic Estimation of the …Role of Zoning in Facial Expression Using Deep Learning (2023)Role of Zoning in Facial Expr…Real-Time Facial Expression Recognition Using Deep Learning with Application in the Active Classroom Environment (2022)Real-Time Facial Expression R…Hybrid deep learning with optimal feature selection for speech emotion recognition using improved meta-heuristic algorithm (2022)Hybrid deep learning with opt…Development of Real-Time Landmark-Based Emotion Recognition CNN for Masked Faces (2022)Development of Real-Time Land…Geometry-Aware Facial Expression Recognition via Attentive Graph Convolutional Networks (2021)Geometry-Aware Facial Express…Facial Action Coding System (1978)Comprehensive database for facial expression analysis (2002)The Extended Cohn-Kanade Dataset (CK+): A complete dataset for action unit and emotion-specified expression (2010)Combining Multiple Kernel Methods on Riemannian Manifold for Emotion Recognition in the Wild (2014)AU-inspired Deep Networks for Facial Expression Feature Learning (2015)Selective Transfer Machine for Personalized Facial Expression Analysis (2016)A Stochastic Approximation Method (1951)Acceleration of Stochastic Approximation by Averaging (1992)Multivariate stochastic approximation using a simultaneous perturbation gradient approximation (1992)Regret Analysis of Stochastic and Nonstochastic Multi-armed Bandit Problems (2012)A Survey of Affect Recognition Methods: Audio, Visual, and Spontaneous Expressions (2008)Peak-Piloted Deep Network for Facial Expression Recognition (2016)Deep Pain: Exploiting Long Short-Term Memory Networks for Facial Expression Classification (2017)Web-Based Database for Facial Expression Analysis (2005)Occlusion Aware Facial Expression Recognition Using CNN With Attention Mechanism (2018)Differential entropy feature for EEG-based emotion classification (2013)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)TSception: Capturing Temporal Dynamics and Spatial Asymmetry From EEG for Emotion Recognition (2022)Constants across cultures in the face and emotion. (1971)Driver’s Facial Expression Recognition in Real-Time for Safe Driving (2018)A snapshot research and implementation of multimodal information fusion for data-driven emotion recognition (2019)Investigating EEG-based functional connectivity patterns for multimodal emotion recognition (2022)AffectNet: A Database for Facial Expression, Valence, and Arousal Computing in the Wild (2017)Facial Expression Recognition With Visual Transformers and Attentional Selective Fusion (2021)TransFER: Learning Relation-aware Facial Expression Representations with Transformers (2021)A database of German emotional speech (2005)IEMOCAP: interactive emotional dyadic motion capture database (2008)Affective Image Content Analysis: Two Decades Review and New Perspectives (2021)Deep learning based multimodal emotion recognition using model-level fusion of audio–visual modalities (2022)A Brief Review of Facial Emotion Recognition Based on Visual Information (2018)Reliable Crowdsourcing and Deep Locality-Preserving Learning for Unconstrained Facial Expression Recognition (2018)A systematic review on affective computing: emotion models, databases, and recent advances (2022)Local Learning With Deep and Handcrafted Features for Facial Expression Recognition (2019)Feature Decomposition and Reconstruction Learning for Effective Facial Expression Recognition (2021)Distract Your Attention: Multi-Head Cross Attention Network for Facial Expression Recognition (2023)
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References

  • 1952Stochastic Estimation of the Maximum of a Regression Function2,134 cited
  • 2016Going deeper in facial expression recognition using deep neural networks1,117 cited
  • 2015Joint Fine-Tuning in Deep Neural Networks for Facial Expression Recognition782 cited
  • 2018Spatial–Temporal Recurrent Neural Network for Emotion Recognition595 cited
  • 2018Emotion recognition using deep learning approach from audio–visual emotional big data454 cited
  • 2018Facial Expression Recognition with Inconsistently Annotated Datasets355 cited
  • 2015Deeply Learning Deformable Facial Action Parts Model for Dynamic Expression Analysis336 cited
  • 2017Identity-Aware Convolutional Neural Network for Facial Expression Recognition334 cited
  • 2017Facial Expression Recognition Using Enhanced Deep 3D Convolutional Neural Networks287 cited
  • 2013AU-aware Deep Networks for facial expression recognition229 cited
  • 2017Temporal multimodal fusion for video emotion classification in the wild179 cited
  • 2018A Compact Deep Learning Model for Robust Facial Expression Recognition173 cited
  • 2017Learning supervised scoring ensemble for emotion recognition in the wild162 cited
  • 2018Multi-cue fusion for emotion recognition in the wild98 cited
  • 2017

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Learning Bases of Activity for Facial Expression Recognition
78 cited

Cited by

  • 2022Development of Real-Time Landmark-Based Emotion Recognition CNN for Masked Faces61 cited
  • 2023Role of Zoning in Facial Expression Using Deep Learning59 cited
  • 2022Real-Time Facial Expression Recognition Using Deep Learning with Application in the Active Classroom Environment52 cited
  • 2022Hybrid deep learning with optimal feature selection for speech emotion recognition using improved meta-heuristic algorithm50 cited
  • 2021Geometry-Aware Facial Expression Recognition via Attentive Graph Convolutional Networks49 cited