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Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2010), 2010, 3598–3601p. (2010) DOI:10.1109/IEMBS.2010.5627453

Towards a smart glove: arousal recognition based on textile Electrodermal Response.

G. Valenza, A. Lanatà, E. P. Scilingo, D. De Rossi

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.