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Extended deep neural network for facial emotion recognition
5 references·16 citing·44 second hop
Extended deep neural network for facial emotion recognition (2019)Extended deep neural network for facial e…Spatial–Temporal Recurrent Neural Network for Emotion Recognition (2018)Spatial–Temporal Recurrent Ne…A Brief Review of Facial Emotion Recognition Based on Visual Information (2018)A Brief Review of Facial Emot…Facial expression recognition with Convolutional Neural Networks: Coping with few data and the training sample order (2016)Facial expression recognition…EmoNets: Multimodal deep learning approaches for emotion recognition in video (2015)EmoNets: Multimodal deep lear…Automatic Analysis of Facial Affect: A Survey of Registration, Representation, and Recognition (2014)Automatic Analysis of Facial …Transformer-Based Self-Supervised Multimodal Representation Learning for Wearable Emotion Recognition (2023)Transformer-Based Self-Superv…Emotion recognition from unimodal to multimodal analysis: A review (2023)Emotion recognition from unim…Digitalization of the agro-food sector for achieving sustainable development goals: a review (2023)Digitalization of the agro-fo…Automated emotion recognition: Current trends and future perspectives (2022)Automated emotion recognition…FER-net: facial expression recognition using deep neural net (2021)FER-net: facial expression re…Facial Emotion Recognition: State of the Art Performance on FER2013 (2021)Facial Emotion Recognition: S…Emotion Recognition for Cognitive Edge Computing Using Deep Learning (2021)Emotion Recognition for Cogni…CogEmoNet: A Cognitive-Feature-Augmented Driver Emotion Recognition Model for Smart Cockpit (2021)CogEmoNet: A Cognitive-Featur…A survey on facial emotion recognition techniques: A state-of-the-art literature review (2021)A survey on facial emotion re…A Review on Finding Efficient Approach to Detect Customer Emotion Analysis using Deep Learning Analysis (2021)A Review on Finding Efficient…Locally robust EEG feature selection for individual-independent emotion recognition (2020)Locally robust EEG feature se…Facial emotion recognition using deep learning: review and insights (2020)Facial emotion recognition us…Deep convolution network based emotion analysis towards mental health care (2020)Deep convolution network base…Facial Expression Recognition using Convolutional Neural Network with Data Augmentation (2019)Facial Expression Recognition…Facial expression recognition based on deep convolution long short-term memory networks of double-channel weighted mixture (2019)Facial expression recognition…3D Approaches and Challenges in Facial Expression Recognition Algorithms—A Literature Review (2019)3D Approaches and Challenges …Collecting Large, Richly Annotated Facial-Expression Databases from Movies (2012)Recurrent Neural Networks for Emotion Recognition in Video (2015)Automatic Analysis of Facial Actions: A Survey (2017)Hybrid deep neural networks for face emotion recognition (2018)The expression of the emotions in man and animals. (1872)Facial Action Coding System (1978)The Extended Cohn-Kanade Dataset (CK+): A complete dataset for action unit and emotion-specified expression (2010)Deep Learning for Emotion Recognition on Small Datasets using Transfer Learning (2015)Survey on Emotional Body Gesture Recognition (2018)A systematic review on affective computing: emotion models, databases, and recent advances (2022)Comprehensive database for facial expression analysis (2002)The Expression of the Emotions in Man and Animals (2013)Detecting Affect States Using VGG16, ResNet50 and SE-ResNet50 Networks (2020)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)Going deeper in facial expression recognition using deep neural networks (2016)Facial Emotion Recognition Using Transfer Learning in the Deep CNN (2021)Comparing Recognition Performance and Robustness of Multimodal Deep Learning Models for Multimodal Emotion Recognition (2022)A Survey of Affect Recognition Methods: Audio, Visual, and Spontaneous Expressions (2008)Landmark guidance independent spatio-channel attention and complementary context information based facial expression recognition (2021)A discriminatively deep fusion approach with improved conditional GAN (im-cGAN) for facial expression recognition (2022)In search of a robust facial expressions recognition model: A large-scale visual cross-corpus study (2022)AffectNet: A Database for Facial Expression, Valence, and Arousal Computing in the Wild (2017)Reliable Crowdsourcing and Deep Locality-Preserving Learning for Expression Recognition in the Wild (2017)Emotion recognition in EEG signals using deep learning methods: A review (2023)Masked Face Emotion Recognition Based on Facial Landmarks and Deep Learning Approaches for Visually Impaired People (2023)Advances in Facial Expression Recognition: A Survey of Methods, Benchmarks, Models, and Datasets (2024)Fuzzy sets (1965)A Decision-Theoretic Generalization of On-Line Learning and an Application to Boosting (1997)A study on computer vision for facial emotion recognition (2023)Deep learning-based multimodal emotion recognition from audio, visual, and text modalities: A systematic review of recent advancements and future prospects (2023)A circumplex model of affect. (1980)Preferred reporting items for systematic reviews and meta-analyses: the PRISMA statement (2009)Preferred Reporting Items for Systematic Reviews and Meta-Analyses: The PRISMA Statement (2009)An ongoing review of speech emotion recognition (2023)Multimodal Emotion Recognition Based on Facial Expressions, Speech, and EEG (2023)IEMOCAP: interactive emotional dyadic motion capture database (2008)DEAP: A Database for Emotion Analysis ;Using Physiological Signals (2011)Multi-view domain-adaptive representation learning for EEG-based emotion recognition (2023)Using transformers for multimodal emotion recognition: Taxonomies and state of the art review (2024)RMER-DT: Robust multimodal emotion recognition in conversational contexts based on diffusion and transformers (2025)
this work references cited by second hop

References

  • 2016Facial expression recognition with Convolutional Neural Networks: Coping with few data and the training sample order800 cited
  • 2018A Brief Review of Facial Emotion Recognition Based on Visual Information726 cited
  • 2014Automatic Analysis of Facial Affect: A Survey of Registration, Representation, and Recognition685 cited
  • 2018Spatial–Temporal Recurrent Neural Network for Emotion Recognition595 cited
  • 2015EmoNets: Multimodal deep learning approaches for emotion recognition in video413 cited

Cited by

  • 2021A survey on facial emotion recognition techniques: A state-of-the-art literature review350 cited
  • 2020Facial emotion recognition using deep learning: review and insights341 cited
  • 2023Emotion recognition from unimodal to multimodal analysis: A review192 cited
  • 2022Automated emotion recognition: Current trends and future perspectives172 cited
  • 2020Deep convolution network based emotion analysis towards mental health care169 cited
  • 2021FER-net: facial expression recognition using deep neural net155 cited
  • 2021Facial Emotion Recognition: State of the Art Performance on FER2013155 cited
  • 2020Locally robust EEG feature selection for individual-independent emotion recognition112 cited
  • 2021Emotion Recognition for Cognitive Edge Computing Using Deep Learning

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107 cited
  • 2023Transformer-Based Self-Supervised Multimodal Representation Learning for Wearable Emotion Recognition107 cited
  • 2021CogEmoNet: A Cognitive-Feature-Augmented Driver Emotion Recognition Model for Smart Cockpit104 cited
  • 2019Facial Expression Recognition using Convolutional Neural Network with Data Augmentation102 cited
  • 2019Facial expression recognition based on deep convolution long short-term memory networks of double-channel weighted mixture88 cited
  • 2023Digitalization of the agro-food sector for achieving sustainable development goals: a review85 cited
  • 20193D Approaches and Challenges in Facial Expression Recognition Algorithms—A Literature Review82 cited
  • 2021A Review on Finding Efficient Approach to Detect Customer Emotion Analysis using Deep Learning Analysis80 cited