Introduction of Homeostatic Regulation in Face Detection

J. Lorenzo; M. Castrillon; M. Hernandez; O. Déniz

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Paper

Introduction of Homeostatic Regulation in Face Detection

In Proceedings of the 4th International Workshop on Pattern Recognition in Information Systems - Volume 0ICEIS, 5-14, 2004 , Porto, Portugal

Authors: J. Lorenzo ; M. Castrillon ; M. Hernandez and O. Déniz

Affiliation: Institute of Intelligent Systems and Numerical Applications in Engineering, Univ. of Las Palmas de G.C., Spain

Keyword(s): Emotion-based Systems, Face Detection, Human-Computer Interaction

Abstract: In this paper the introduction of a homeostatic mechanism in a vision system is proposed. This homeostatic mechanism is based on artificial hormones for which five different states have been defined. The goal is to keep the system into a regime where the performance were acceptable for the task and to recover it when the environmental conditions change. For a face detection task we have propose the control of the luminance, white balance, contrast and size of the face. The introduction of the artificial hormones will allow to implement simple control strategies and with the definition of different states for each hormone we will be able to introduce adaptation depending on the deviation from the optimal regime. Finally we realize a set of experiments to test the proposed mechanism on a face detection system and using as performance measure the rate of detected faces.

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Paper citation in several formats:

Lorenzo, J.; Castrillon, M.; Hernandez, M. and Déniz, O. (2004). Introduction of Homeostatic Regulation in Face Detection. In Proceedings of the 4th International Workshop on Pattern Recognition in Information Systems (ICEIS 2004) - PRIS; ISBN 972-8865-01-5, SciTePress, pages 5-14. DOI: 10.5220/0002683900050014

@conference{pris04,
author={J. Lorenzo. and M. Castrillon. and M. Hernandez. and O. Déniz.},
title={Introduction of Homeostatic Regulation in Face Detection},
booktitle={Proceedings of the 4th International Workshop on Pattern Recognition in Information Systems (ICEIS 2004) - PRIS},
year={2004},
pages={5-14},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0002683900050014},
isbn={972-8865-01-5},
}

TY - CONF

JO - Proceedings of the 4th International Workshop on Pattern Recognition in Information Systems (ICEIS 2004) - PRIS
TI - Introduction of Homeostatic Regulation in Face Detection
SN - 972-8865-01-5
AU - Lorenzo, J.
AU - Castrillon, M.
AU - Hernandez, M.
AU - Déniz, O.
PY - 2004
SP - 5
EP - 14
DO - 10.5220/0002683900050014
PB - SciTePress