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eXnet: An Efficient Approach for Emotion Recognition in the Wild
16 references·7 citing·46 second hop
eXnet: An Efficient Approach for Emotion Recognition in the Wild (2020)eXnet: An Efficient Approach for Emotion …Using CNN for facial expression recognition: a study of the effects of kernel size and number of filters on accuracy (2019)Using CNN for facial expressi…Three convolutional neural network models for facial expression recognition in the wild (2019)Three convolutional neural ne…Recognition of Emotion Intensities Using Machine Learning Algorithms: A Comparative Study (2019)Recognition of Emotion Intens…Facial Expression Recognition: A Survey (2019)Facial Expression Recognition…Facial Expression Recognition Using Computer Vision: A Systematic Review (2019)Facial Expression Recognition…Extended deep neural network for facial emotion recognition (2019)Extended deep neural network …A Multi-Column CNN Model for Emotion Recognition from EEG Signals (2019)A Multi-Column CNN Model for …Using Deep Convolutional Neural Network for Emotion Detection on a Physiological Signals Dataset (AMIGOS) (2018)Using Deep Convolutional Neur…Reliable Crowdsourcing and Deep Locality-Preserving Learning for Unconstrained Facial Expression Recognition (2018)Reliable Crowdsourcing and De…Multi-region Ensemble Convolutional Neural Network for Facial Expression Recognition (2018)Multi-region Ensemble Convolu…Multi-Feature Based Emotion Recognition for Video Clips (2018)Multi-Feature Based Emotion R…Emotion Classification with Data Augmentation Using Generative Adversarial Networks (2018)Emotion Classification with D…EEG-Based Emotion Recognition using 3D Convolutional Neural Networks (2018)EEG-Based Emotion Recognition…Facial expression recognition using deep convolutional neural networks (2017)Facial expression recognition…Facial expression recognition with Convolutional Neural Networks: Coping with few data and the training sample order (2016)Facial expression recognition…Facial Expression Recognition with CNN Ensemble (2016)Facial Expression Recognition…Enhancing Facial Expression Recognition System in Online Learning Context Using Efficient Deep Learning Model (2023)Enhancing Facial Expression R…MixAugment & Mixup: Augmentation Methods for Facial Expression Recognition (2022)MixAugment & Mixup: Augmentat…Driver Emotions Recognition Based on Improved Faster R-CNN and Neural Architectural Search Network (2022)Driver Emotions Recognition B…A Hybrid Model for Driver Emotion Detection Using Feature Fusion Approach (2022)A Hybrid Model for Driver Emo…EmNet: a deep integrated convolutional neural network for facial emotion recognition in the wild (2021)EmNet: a deep integrated conv…Dual integrated convolutional neural network for real-time facial expression recognition in the wild (2021)Dual integrated convolutional…DRER: Deep Learning–Based Driver’s Real Emotion Recognizer (2021)DRER: Deep Learning–Based Dri…Comprehensive database for facial expression analysis (2002)The Extended Cohn-Kanade Dataset (CK+): A complete dataset for action unit and emotion-specified expression (2010)The Expression of the Emotions in Man and Animals (2013)Spatial–Temporal Recurrent Neural Network for Emotion Recognition (2018)Detecting Affect States Using VGG16, ResNet50 and SE-ResNet50 Networks (2020)A systematic review on affective computing: emotion models, databases, and recent advances (2022)Going deeper in facial expression recognition using deep neural networks (2016)Pyramid With Super Resolution for In-the-Wild Facial Expression Recognition (2020)Facial Expression Recognition Using Residual Masking Network (2021)Static facial expression analysis in tough conditions: Data, evaluation protocol and benchmark (2011)Deep Learning for Emotion Recognition on Small Datasets using Transfer Learning (2015)Image based Static Facial Expression Recognition with Multiple Deep Network Learning (2015)Improving Cross-Corpus Speech Emotion Recognition with Adversarial Discriminative Domain Generalization (ADDoG) (2019)Data augmentation for enhancing EEG-based emotion recognition with deep generative models (2020)Deep neural network augmentation: generating faces for affect analysis (2020)Emotion recognition based on physiological changes in music listening (2008)DEAP: A Database for Emotion Analysis ;Using Physiological Signals (2011)Emotion Recognition based on EEG using LSTM Recurrent Neural Network (2017)A Hierarchical Bidirectional GRU Model With Attention for EEG-Based Emotion Classification (2019)Accurate EEG-Based Emotion Recognition on Combined Features Using Deep Convolutional Neural Networks (2019)Emotion Recognition From Multi-Channel EEG via Deep Forest (2020)The expression of the emotions in man and animals. (1872)Facial Action Coding System (1978)Facial Expression Recognition With Visual Transformers and Attentional Selective Fusion (2021)Learning Deep Global Multi-Scale and Local Attention Features for Facial Expression Recognition in the Wild (2021)Emotion recognition and artificial intelligence: A systematic review (2014–2023) and research recommendations (2023)The Cognitive Structure of Emotions (1988)Affective Computing (1997)Wearable-Based Affect Recognition—A Review (2019)Exploring temporal representations by leveraging attention-based bidirectional LSTM-RNNs for multi-modal emotion recognition (2020)Electrocardiogram-Based Emotion Recognition Systems and Their Applications in Healthcare—A Review (2021)Automatic Analysis of Facial Affect: A Survey of Registration, Representation, and Recognition (2014)A Brief Review of Facial Emotion Recognition Based on Visual Information (2018)Facial emotion recognition using deep learning: review and insights (2020)A survey on facial emotion recognition techniques: A state-of-the-art literature review (2021)Emotion recognition from unimodal to multimodal analysis: A review (2023)Proceedings of the International Joint Conference on Neural Networks, 2003. (2003)Deep convolution network based emotion analysis towards mental health care (2020)An approach to environmental psychology (1974)A circumplex model of affect. (1980)An argument for basic emotions (1992)A Survey of AI-Based Facial Emotion Recognition: Features, ML & DL Techniques, Age-Wise Datasets and Future Directions (2021)ViTFER: Facial Emotion Recognition with Vision Transformers (2022)Understanding Deep Learning Techniques for Recognition of Human Emotions Using Facial Expressions: A Comprehensive Survey (2023)Facial expression recognition with grid-wise attention and visual transformer (2021)A comprehensive survey on deep facial expression recognition: challenges, applications, and future guidelines (2023)
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References

  • 2016Facial expression recognition with Convolutional Neural Networks: Coping with few data and the training sample order800 cited
  • 2018Reliable Crowdsourcing and Deep Locality-Preserving Learning for Unconstrained Facial Expression Recognition663 cited
  • 2019Extended deep neural network for facial emotion recognition401 cited
  • 2019Using CNN for facial expression recognition: a study of the effects of kernel size and number of filters on accuracy293 cited
  • 2018Using Deep Convolutional Neural Network for Emotion Detection on a Physiological Signals Dataset (AMIGOS)289 cited
  • 2018EEG-Based Emotion Recognition using 3D Convolutional Neural Networks251 cited
  • 2018Emotion Classification with Data Augmentation Using Generative Adversarial Networks197 cited
  • 2019Facial Expression Recognition: A Survey195 cited
  • 2016Facial Expression Recognition with CNN Ensemble188 cited
  • 2019Three convolutional neural network models for facial expression recognition in the wild186 cited
  • 2019Facial Expression Recognition Using Computer Vision: A Systematic Review185 cited
  • 2019A Multi-Column CNN Model for Emotion Recognition from EEG Signals177 cited
  • 2018Multi-region Ensemble Convolutional Neural Network for Facial Expression Recognition155 cited
  • 2018Multi-Feature Based Emotion Recognition for Video Clips

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122 cited
  • 2017Facial expression recognition using deep convolutional neural networks83 cited
  • 2019Recognition of Emotion Intensities Using Machine Learning Algorithms: A Comparative Study79 cited
  • Cited by

    • 2021Dual integrated convolutional neural network for real-time facial expression recognition in the wild69 cited
    • 2022Driver Emotions Recognition Based on Improved Faster R-CNN and Neural Architectural Search Network59 cited
    • 2021DRER: Deep Learning–Based Driver’s Real Emotion Recognizer55 cited
    • 2023Enhancing Facial Expression Recognition System in Online Learning Context Using Efficient Deep Learning Model52 cited
    • 2021EmNet: a deep integrated convolutional neural network for facial emotion recognition in the wild46 cited
    • 2022A Hybrid Model for Driver Emotion Detection Using Feature Fusion Approach46 cited
    • 2022MixAugment & Mixup: Augmentation Methods for Facial Expression Recognition46 cited