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通过生物信号及其应用进行情感估算的实验

Experiments for Emotion Estimation from Biological Signals and Its Application

作者:Masaki Omata;Daisuke Kanuka;Xiaoyang Mao 加工时间:2015-08-23 信息来源:科技报告(Other) 索取原文[21 页]
关键词:情绪估计;生物信号;脑电波
摘 要:This paper describes elementary experiments for a technique to estimate the emotion of a user from the biological signals of user's central nervous system, such as cerebral blood flow and brain wave. The proposed technique uses multiple regression analysis in providing a high resolution measure to the emotional valence, which could not be realized with the existing methods based on peripheral nervous system. To demonstrate the effectiveness of the proposed emotion estimation technique in emotion based interaction, we also implemented an emotional painting tool that dynamically adapts the colors of brush and the outline of canvas to the estimated emotion of the user by recording biological signals and analyzing them in real time. The tool allows users to create original images that reflect their emotion.
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