Valenza Gaetano, Lanata Antonio, Scilingo Enzo Pasquale, De Rossi Danilo
Interdepartmental Research Centre "E. Piaggio" Faculty of Engineering, University of Pisa Via Diotisalvi 2-56126-Italy.
Annu Int Conf IEEE Eng Med Biol Soc. 2010;2010:3598-601. doi: 10.1109/IEMBS.2010.5627453.
This paper investigates the possibility of using Electrodermal Response, acquired by a sensing fabric glove with embedded textile electrodes, as reliable means for emotion recognition. Here, all the essential steps for an automatic recognition system are described, from the recording of physiological data set to a feature-based multiclass classification. Data were collected from 35 healthy volunteers during arousal elicitation by means of International Affective Picture System (IAPS) pictures. Experimental results show high discrimination after twenty steps of cross validation.
本文研究了使用带有嵌入式纺织电极的传感织物手套获取的皮肤电反应作为情感识别可靠手段的可能性。这里描述了自动识别系统的所有基本步骤,从生理数据集的记录到基于特征的多类分类。通过国际情感图片系统(IAPS)图片对35名健康志愿者进行唤醒诱导时收集了数据。实验结果表明,经过二十步交叉验证后具有较高的辨别力。