Spatiotemporal multimodal emotion recognition using Temporal video sequences and pose features for child emotion classification

Abstract Developmental psychology and affective computing have placed great emphasis on identifying children’s emotional cues in recent times. In this study, a novel Spatio-Temporal Multimodal Emotion Recognition Network (ST-MERN) for child emotion classification is proposed. Dense feature embedding...

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Κύριοι συγγραφείς:	S K B Sangeetha, Raja Sarath Kumar Boddu, Amiya Bhaumik, Sandeep Kumar Mathivanan, Usha Moorthy
Μορφή:	Artigo
Γλώσσα:	Inglês
Έκδοση:	Nature Portfolio 2025-11-01
Σειρά:	Scientific Reports
Θέματα:	BiLSTM with attention Children’s emotional expressions EmoReact dataset Facial keypoints and pose estimation Multimodal emotion recognition Spatio-Temporal deep learning
Διαθέσιμο Online:	https://doi.org/10.1038/s41598-025-25813-8
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