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Facial Expression Recognition Based on Deep Learning: A Survey
6 references·3 citing·40 second hop
Facial Expression Recognition Based on Deep Learning: A Survey (2017)Facial Expression Recognition Based on De…Facial Expression Recognition Using Enhanced Deep 3D Convolutional Neural Networks (2017)Facial Expression Recognition…Face expression recognition with a 2-channel Convolutional Neural Network (2015)Face expression recognition w…Development of deep learning-based facial expression recognition system (2015)Development of deep learning-…A Main Directional Mean Optical Flow Feature for Spontaneous Micro-Expression Recognition (2015)A Main Directional Mean Optic…Emotion recognition from geometric facial features using self-organizing map (2013)Emotion recognition from geom…Deep learning for robust feature generation in audiovisual emotion recognition (2013)Deep learning for robust feat…Point Adversarial Self-Mining: A Simple Method for Facial Expression Recognition (2021)Point Adversarial Self-Mining…Performance enhancement of facial electromyogram-based facial-expression recognition for social virtual reality applications using linear discriminant analysis adaptation (2021)Performance enhancement of fa…Real-Time Recognition of Facial Expressions Using Facial Electromyograms Recorded Around the Eyes for Social Virtual Reality Applications (2020)Real-Time Recognition of Faci…The Extended Cohn-Kanade Dataset (CK+): A complete dataset for action unit and emotion-specified expression (2010)Using Facial Expression to Detect Emotion in E-learning System: A Deep Learning Method (2017)Facial expression recognition using optimized active regions (2018)Facial expression recognition: a review (2023)Constants across cultures in the face and emotion. (1971)What is emotion? (2002)Collecting Large, Richly Annotated Facial-Expression Databases from Movies (2012)Deep spatial-temporal feature fusion for facial expression recognition in static images (2017)HERO: Human Emotions Recognition for Realizing Intelligent Internet of Things (2019)Facial Emotion Expressions in Human–Robot Interaction: A Survey (2022)Toward detecting emotions in spoken dialogs (2005)IEMOCAP: interactive emotional dyadic motion capture database (2008)Survey on speech emotion recognition: Features, classification schemes, and databases (2010)Hierarchical Convolutional Neural Networks for EEG-Based Emotion Recognition (2017)Learning Affective Features With a Hybrid Deep Model for Audio–Visual Emotion Recognition (2017)Speech Emotion Recognition From 3D Log-Mel Spectrograms With Deep Learning Network (2019)Facial Action Coding System (1978)Recognizing Facial Expression: Machine Learning and Application to Spontaneous Behavior (2005)Web-Based Database for Facial Expression Analysis (2005)Facial expression recognition based on a mlp neural network using constructive training algorithm (2014)Audio-Visual Emotion Recognition Using Big Data Towards 5G (2016)Facial Expression Recognition Using Decision Trees (2016)Nonverbal Leakage and Clues to Deception † (1969)DEAP: A Database for Emotion Analysis ;Using Physiological Signals (2011)CASME II: An Improved Spontaneous Micro-Expression Database and the Baseline Evaluation (2014)Less is more: Micro-expression recognition from video using apex frame (2017)OFF-ApexNet on micro-expression recognition system (2019)Shallow Triple Stream Three-dimensional CNN (STSTNet) for Micro-expression Recognition (2019)Going deeper in facial expression recognition using deep neural networks (2016)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)Facial Expression Recognition: A Survey (2015)Eyemotion: Classifying Facial Expressions in VR Using Eye-Tracking Cameras (2019)SEWA DB: A Rich Database for Audio-Visual Emotion and Sentiment Research in the Wild (2019)A Survey of Affect Recognition Methods: Audio, Visual, and Spontaneous Expressions (2008)Deep Facial Expression Recognition: A Survey (2020)Facial expression recognition from video sequences: temporal and static modeling (2003)Spontaneous facial mimicry in response to dynamic facial expressions (2006)Facial Expression Recognition in Video with Multiple Feature Fusion (2016)
this work references cited by second hop

References

  • 2015A Main Directional Mean Optical Flow Feature for Spontaneous Micro-Expression Recognition522 cited
  • 2013Deep learning for robust feature generation in audiovisual emotion recognition401 cited
  • 2017Facial Expression Recognition Using Enhanced Deep 3D Convolutional Neural Networks287 cited
  • 2015Face expression recognition with a 2-channel Convolutional Neural Network140 cited
  • 2013Emotion recognition from geometric facial features using self-organizing map133 cited
  • 2015Development of deep learning-based facial expression recognition system69 cited

Cited by

  • 2020Real-Time Recognition of Facial Expressions Using Facial Electromyograms Recorded Around the Eyes for Social Virtual Reality Applications50 cited
  • 2021Point Adversarial Self-Mining: A Simple Method for Facial Expression Recognition42 cited
  • 2021Performance enhancement of facial electromyogram-based facial-expression recognition for social virtual reality applications using linear discriminant analysis adaptation37 cited

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