Expression Detector System based on Facial Images

José G. Hernández-Travieso, Carlos M. Travieso, Marcos del Pozo-Baños, Jesús B. Alonso

2013

Abstract

This paper proposes a emotion detector, applied for facial images, based on the analysis of facial segmentation. The parameterizations have been developed on spatial and transform domains, and the classification has been done by Support Vector Machines. A public database has been used in experiments, The Radboud Faces Database (RAFD), with eight possible emotions: anger, disgust, fear, happiness, sadness, surprise, neutral and contempt. Our best approach has been reached with decision fusion, using transform domains, reaching an accurate up to 96.62%.

Paper Citation

in Harvard Style

Hernández-Travieso J., Travieso C., del Pozo-Baños M. and Alonso J. (2013). Expression Detector System based on Facial Images . In Proceedings of the International Conference on Bio-inspired Systems and Signal Processing - Volume 1: MPBS, (BIOSTEC 2013) ISBN 978-989-8565-36-5, pages 411-418. DOI: 10.5220/0004322504110418

in Bibtex Style

@conference{mpbs13,
author={José G. Hernández-Travieso and Carlos M. Travieso and Marcos del Pozo-Baños and Jesús B. Alonso},
title={Expression Detector System based on Facial Images},
booktitle={Proceedings of the International Conference on Bio-inspired Systems and Signal Processing - Volume 1: MPBS, (BIOSTEC 2013)},
year={2013},
pages={411-418},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0004322504110418},
isbn={978-989-8565-36-5},
}

in EndNote Style

TY - CONF
JO - Proceedings of the International Conference on Bio-inspired Systems and Signal Processing - Volume 1: MPBS, (BIOSTEC 2013)
TI - Expression Detector System based on Facial Images
SN - 978-989-8565-36-5
AU - Hernández-Travieso J.
AU - Travieso C.
AU - del Pozo-Baños M.
AU - Alonso J.
PY - 2013
SP - 411
EP - 418
DO - 10.5220/0004322504110418