TOWARDS AUTOMATED INFERENCING OF EMOTIONAL STATE FROM FACE IMAGES
Ioanna-Ourania Stathopoulou, George A. Tsihrintzis
2007
Abstract
Automated facial expression classification is very important in the design of new human-computer interaction modes and multimedia interactive services and arises as a difficult, yet crucial, pattern recognition problem. Recently, we have been building such a system, called NEU-FACES, which processes multiple camera images of computer user faces with the ultimate goal of determining their affective state. In here, we present results from an empirical study we conducted on how humans classify facial expressions, corresponding error rates, and to which degree a face image can provide emotion recognition from the perspective of a human observer. This study lays related system design requirements, quantifies statistical expression recognition performance of humans, and identifies quantitative facial features of high expression discrimination and classification power.
DownloadPaper Citation
in Harvard Style
Stathopoulou I. and A. Tsihrintzis G. (2007). TOWARDS AUTOMATED INFERENCING OF EMOTIONAL STATE FROM FACE IMAGES . In Proceedings of the Second International Conference on Software and Data Technologies - Volume 1: ICSOFT, ISBN 978-989-8111-05-0, pages 206-211. DOI: 10.5220/0001329802060211
in Bibtex Style
@conference{icsoft07,
author={Ioanna-Ourania Stathopoulou and George A. Tsihrintzis},
title={TOWARDS AUTOMATED INFERENCING OF EMOTIONAL STATE FROM FACE IMAGES},
booktitle={Proceedings of the Second International Conference on Software and Data Technologies - Volume 1: ICSOFT,},
year={2007},
pages={206-211},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0001329802060211},
isbn={978-989-8111-05-0},
}
in EndNote Style
TY - CONF
JO - Proceedings of the Second International Conference on Software and Data Technologies - Volume 1: ICSOFT,
TI - TOWARDS AUTOMATED INFERENCING OF EMOTIONAL STATE FROM FACE IMAGES
SN - 978-989-8111-05-0
AU - Stathopoulou I.
AU - A. Tsihrintzis G.
PY - 2007
SP - 206
EP - 211
DO - 10.5220/0001329802060211