Modelling Exitement as a Reaction to a Virtual 3D Face

Egidijus Vaškevičius, Aušra Vidugirienė, Vytautas Kaminskas

2014

Abstract

This paper introduces a comparison of a linear and nonlinear one step predictive models that were used to describe the relationship between human emotional signal – excitement – as a reaction to a virtual 3D face feature – distance between eyes. An input-output model building method is proposed that allows building a stable model with the least output prediction error. Validation was performed using the recorded signals of six volunteers and the following measures: prediction error standard deviation, relative prediction error standard deviation, and average absolute relative prediction error. Validation results of the models showed that both models predict excitement signal in relatively high prediction accuracy.

References

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Paper Citation


in Harvard Style

Vaškevičius E., Vidugirienė A. and Kaminskas V. (2014). Modelling Exitement as a Reaction to a Virtual 3D Face . In Proceedings of the 11th International Conference on Informatics in Control, Automation and Robotics - Volume 1: ICINCO, ISBN 978-989-758-039-0, pages 734-740. DOI: 10.5220/0005062907340740


in Bibtex Style

@conference{icinco14,
author={Egidijus Vaškevičius and Aušra Vidugirienė and Vytautas Kaminskas},
title={Modelling Exitement as a Reaction to a Virtual 3D Face},
booktitle={Proceedings of the 11th International Conference on Informatics in Control, Automation and Robotics - Volume 1: ICINCO,},
year={2014},
pages={734-740},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0005062907340740},
isbn={978-989-758-039-0},
}


in EndNote Style

TY - CONF
JO - Proceedings of the 11th International Conference on Informatics in Control, Automation and Robotics - Volume 1: ICINCO,
TI - Modelling Exitement as a Reaction to a Virtual 3D Face
SN - 978-989-758-039-0
AU - Vaškevičius E.
AU - Vidugirienė A.
AU - Kaminskas V.
PY - 2014
SP - 734
EP - 740
DO - 10.5220/0005062907340740