首页> 外国专利> 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

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

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.
机译:公开了一种用于使用图像和脑电图信号融合识别人类情绪状态的方法和系统。由根据实施例的情感识别系统执行的情感识别方法包括构建用于融合通过用于视频信号和来自视频信号的电气生物信号的模态网络的融合特征信息的融合网络。步;每个重量用于基于通过使用所构造的融合网络确定中的每个视频信号和电生物信号的特性信息确定的每个可靠性,通过模态网络输出通过模态网络和电生生物信号。并通过反映针对输出平衡数据确定的各个权重输出最终平衡值作为输出数据,其中,情绪识别方法包括:模态网络和融合网络可以分别训练。

著录项

  • 公开/公告号KR102243294B1

    专利类型

  • 公开/公告日2021-04-22

    原文格式PDF

  • 申请/专利权人

    申请/专利号KR1020180151892

  • 发明设计人 송병철;최동윤;

    申请日2018-11-30

  • 分类号A61B5/16;A61B5/318;G06K9;G06K9/48;G06N3/08;

  • 国家 KR

  • 入库时间 2022-08-24 18:27:14

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