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Authors: Javier Ruiz-del-Solar ; Rodrigo Verschae ; Paul Vallejos and Mauricio Correa

Affiliation: Universidad de Chile, Chile

Keyword(s): Human-Computer interaction through face analysis, boosting, nested cascade classifiers, face detection, multiple target tracking.

Abstract: A face analysis system is presented and employed in the construction of human-computer interfaces. This system is based on three modules (detection, tracking and classification) which are integrated and used to detect, track and classify faces in dynamic environments. A face detector, an eye detector and face classifier are built using a unified learning framework. The most interesting aspect of this learning framework is the possibility of building accurate and robust classification/detection systems that have a high processing speed. The tracking system is based on extended Kalman filters, and when used together with the face detector, high detection rates with a very low false positive rate are obtained. The classification module is used to classify the faces’ gender. The three modules are evaluated on standard databases and, compared to state of the art systems, better or competitive results are obtained. The whole system is and the system is implemented in AIBO robots.

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Paper citation in several formats:
Ruiz-del-Solar, J.; Verschae, R.; Vallejos, P. and Correa, M. (2007). FACE ANALYSIS FOR HUMAN COMPUTER INTERACTION APPLICATIONS. In Proceedings of the Second International Conference on Computer Vision Theory and Applications (VISAPP 2007) - Human Presence Detection for Context-aware Systems; ISBN 978-972-8865-75-7; ISSN 2184-4321, SciTePress, pages 23-30. DOI: 10.5220/0002069400230030

@conference{human presence detection for context-aware systems07,
author={Javier Ruiz{-}del{-}Solar. and Rodrigo Verschae. and Paul Vallejos. and Mauricio Correa.},
title={FACE ANALYSIS FOR HUMAN COMPUTER INTERACTION APPLICATIONS},
booktitle={Proceedings of the Second International Conference on Computer Vision Theory and Applications (VISAPP 2007) - Human Presence Detection for Context-aware Systems},
year={2007},
pages={23-30},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0002069400230030},
isbn={978-972-8865-75-7},
issn={2184-4321},
}

TY - CONF

JO - Proceedings of the Second International Conference on Computer Vision Theory and Applications (VISAPP 2007) - Human Presence Detection for Context-aware Systems
TI - FACE ANALYSIS FOR HUMAN COMPUTER INTERACTION APPLICATIONS
SN - 978-972-8865-75-7
IS - 2184-4321
AU - Ruiz-del-Solar, J.
AU - Verschae, R.
AU - Vallejos, P.
AU - Correa, M.
PY - 2007
SP - 23
EP - 30
DO - 10.5220/0002069400230030
PB - SciTePress

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