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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Ngā kaituhi matua:	S K B Sangeetha, Raja Sarath Kumar Boddu, Amiya Bhaumik, Sandeep Kumar Mathivanan, Usha Moorthy
Hōputu:	Artigo
Reo:	Inglês
I whakaputaina:	Nature Portfolio 2025-11-01
Rangatū:	Scientific Reports
Ngā marau:	BiLSTM with attention Children’s emotional expressions EmoReact dataset Facial keypoints and pose estimation Multimodal emotion recognition Spatio-Temporal deep learning
Urunga tuihono:	https://doi.org/10.1038/s41598-025-25813-8
Ngā Tūtohu:	Tāpirihia he Tūtohu Kāore He Tūtohu, Me noho koe te mea tuatahi ki te tūtohu i tēnei pūkete!

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

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