A Transformer-Based Multimodal Framework for Hidden Emotion Recognition through Micro-Expression and EEG Fusion

Chuang Ma; Shaokai Zhao; Yu Pei; Liang Xie; Erwei Yin

doi:10.1145/3731715.3733264

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A Transformer-Based Multimodal Framework for Hidden Emotion Recognition through Micro-Expression and EEG Fusion

Chuang Ma Shaokai Zhao Yu Pei Liang Xie Erwei Yin

Year: 2025 Pages: 1000-1008

DOI: 10.1145/3731715.3733264

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Keywords:

Electroencephalography Computer science Speech recognition Emotion recognition Transformer Fusion Pattern recognition (psychology) Artificial intelligence Sensor fusion Engineering Psychology Neuroscience Electrical engineering Voltage

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Topics

Emotion and Mood Recognition

Social Sciences → Psychology → Experimental and Cognitive Psychology

EEG and Brain-Computer Interfaces

Life Sciences → Neuroscience → Cognitive Neuroscience

Face and Expression Recognition

Physical Sciences → Computer Science → Computer Vision and Pattern Recognition

A Transformer-Based Multimodal Framework for Hidden Emotion Recognition through Micro-Expression and EEG Fusion

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