首页> 外文会议>International Conference on Affective Computing and Intelligent Interaction(ACII 2005); 20051022-24; Beijing(CN) >Physiological Sensing and Feature Extraction for Emotion Recognition by Exploiting Acupuncture Spots
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Physiological Sensing and Feature Extraction for Emotion Recognition by Exploiting Acupuncture Spots

机译:利用针刺部位进行情绪识别的生理传感与特征提取

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摘要

Previous emotion recognition systems have mainly focused on pattern classification, rather than utilizing sensing technologies or feature extraction methods. This paper introduces a method of physiological sensing and feature extraction for emotion recognition that is based on an oriental medicine approach. The specific points for affective sensing were experimentally determine, in which it was found that skin conductance measurements of the forearm region correlate well with acupuncture spots. Features are then extracted by the same way to interpret pulsation signals in diagnosis. We found that the proposed sensing and feature extraction method benefits the recognition of emotion with a neural network classifier.
机译:先前的情绪识别系统主要集中在模式分类上,而不是利用传感技术或特征提取方法。本文介绍了一种基于东方医学方法的用于情感识别的生理感知和特征提取方法。实验确定了情感感应的具体点,发现前臂区域的皮肤电导测量值与针刺点相关性很好。然后以相同的方式提取特征以解释诊断中的脉动信号。我们发现,提出的感知和特征提取方法有利于用神经网络分类器识别情绪。

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