Real-time fear emotion recognition in mice based on multimodal data fusion

Abstract A multimodal emotion recognition method that utilizes facial expressions, body postures, and movement trajectories to detect fear in mice is proposed in this study. By integrating and analyzing these distinct data sources through feature encoders and attention classifiers, we developed a ro...

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Bibliographic Details
Main Authors: Hao Wang, Zhanpeng Shi, Ruijie Hu, Xinyi Wang, Jian Chen, Haoyuan Che
Format: Article
Language:English
Published: Nature Portfolio 2025-04-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-025-95483-z
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