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CNN and LSTM Based Facial Expression Analysis Model for a Humanoid Robot

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References

2010The Extended Cohn-Kanade Dataset (CK+): A complete dataset for action unit and emotion-specified expression4,299 cited
2005What are emotions? And how can they be measured?4,257 cited
2017AffectNet: A Database for Facial Expression, Valence, and Arousal Computing in the Wild2,335 cited
2016Facial expression recognition with Convolutional Neural Networks: Coping with few data and the training sample order800 cited
2006The eNTERFACE’05 Audio-Visual Emotion Database615 cited
2015Image based Static Facial Expression Recognition with Multiple Deep Network Learning602 cited
2018Emotion recognition using deep learning approach from audio–visual emotional big data454 cited
2011Continuous Prediction of Spontaneous Affect from Multiple Cues and Modalities in Valence-Arousal Space450 cited
2015Speech Emotion Recognition Using Fourier Parameters409 cited
2017Learning Affective Features With a Hybrid Deep Model for Audio–Visual Emotion Recognition346 cited
2018Hybrid deep neural networks for face emotion recognition294 cited
2007Methodology & Themes of Human-Robot Interaction: A Growing Research Field272 cited
2017Audio-Visual Emotion Recognition in Video Clips269 cited
2010Emotion Recognition from Brain Signals Using Hybrid Adaptive Filtering and Higher Order Crossings Analysis

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260 cited

2016BAUM-1: A Spontaneous Audio-Visual Face Database of Affective and Mental States216 cited

2017Facial Expression Recognition Using Weighted Mixture Deep Neural Network Based on Double-Channel Facial Images204 cited

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2019Deep Learning Classification of Neuro-Emotional Phase Domain Complexity Levels Induced by Affective Video Film Clips87 cited
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2021Dual integrated convolutional neural network for real-time facial expression recognition in the wild69 cited
2024Detection of human emotions through facial expressions using hybrid convolutional neural network-recurrent neural network algorithm59 cited
20203D-CNN for Facial Emotion Recognition in Videos46 cited
2021EmNet: a deep integrated convolutional neural network for facial emotion recognition in the wild46 cited