Automatic Face Corpus Creation

Ladislav Lenc, Pavel Král

2013

Abstract

This paper deals with the automatic real-world face corpus creation. The main contribution consists in proposition and evaluation of the automatic face corpus creation algorithm. Next, we statistically analysed the structure of the created face corpus when the automatic algorithm is used. We further compared the face recognition accuracy of our previously developed face recognition approach on this corpus while using different size/quality datasets. We have shown that the manual verification of the corpus is not necessary. Therefore, we concluded that our proposed algorithm is suitable for the further use by the Czech News Agency, our commercial partner.

Paper Citation

in Harvard Style

Lenc L. and Král P. (2013). Automatic Face Corpus Creation . In Proceedings of the 5th International Conference on Agents and Artificial Intelligence - Volume 2: ICAART, ISBN 978-989-8565-39-6, pages 582-586. DOI: 10.5220/0004333305820586

in Bibtex Style

@conference{icaart13,
author={Ladislav Lenc and Pavel Král},
title={Automatic Face Corpus Creation},
booktitle={Proceedings of the 5th International Conference on Agents and Artificial Intelligence - Volume 2: ICAART,},
year={2013},
pages={582-586},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0004333305820586},
isbn={978-989-8565-39-6},
}

in EndNote Style

TY - CONF
JO - Proceedings of the 5th International Conference on Agents and Artificial Intelligence - Volume 2: ICAART,
TI - Automatic Face Corpus Creation
SN - 978-989-8565-39-6
AU - Lenc L.
AU - Král P.
PY - 2013
SP - 582
EP - 586
DO - 10.5220/0004333305820586