Attention-Based CNN Fusion Model for Emotion Recognition During Walking Using Discrete Wavelet Transform on EEG and Inertial Signals

Attention-Based CNN Fusion Model for Emotion Recognition During Walking Using Discrete Wavelet Transform on EEG and Inertial Signals

Walking as a unique biometric tool conveys important information for emotion recognition. Individuals in different emotional states exhibit distinct walking patterns. For this purpose, this paper proposes a novel approach to recognizing emotion during walking using electroencephalogram (EEG) and ine...

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Bibliographic Details
Main Authors: Yan Zhao, Ming Guo, Xiangyong Chen, Jianqiang Sun, Jianlong Qiu
Format: Article
Language:English
Published: Tsinghua University Press 2024-03-01
Series:Big Data Mining and Analytics
Subjects:
walking
multi-modal fusion
virtual reality
emotion recognition
discrete wavelet transform
attention mechanism
Online Access:https://www.sciopen.com/article/10.26599/BDMA.2023.9020018
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