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HUMAN EMOTION STATE RECOGNITION METHOD AND SYSTEM USING FUSION OF IMAGE AND EEG SIGNALS
HUMAN EMOTION STATE RECOGNITION METHOD AND SYSTEM USING FUSION OF IMAGE AND EEG SIGNALS
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机译:使用图像和脑电图信号融合的人类情感状态识别方法和系统
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摘要
Disclosed is a method and system for recognizing a human emotional state using image and EEG signal fusion. The emotion recognition method performed by the emotion recognition system according to an embodiment comprises constructing a fusion network for fusing feature information extracted through a modality network for each of a video signal and an electrical bio signal from the video signal and the electric bio signal. step; Each weight for balance data output through a modality network for each of the video signal and the electrical biosignal based on each reliability determined by using the characteristic information of each of the video signal and the electrical biosignal in the constructed fusion network Determining; And outputting a final balance value as output data by reflecting respective weights determined for the output balance data, wherein the emotion recognition method includes: The modality network and the fusion network may be trained separately.
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