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Authors: Yuriy Kurylyak 1 ; Ihor Paliy 1 ; Anatoly Sachenko 1 ; Kurosh Madani 2 and Amine Chohra 2

Affiliations: 1 Research Institute of Intelligent Computer Systems, Ternopil National Economic University, Ukraine ; 2 Images, Signals and Intelligent Systems Laboratory (LISSI / EA 3956), PARIS XII University, Senart-FB Institute of Technology, France

Abstract: The paper describes some face detection algorithms using skin color segmentation, Haar-like features and neural networks. The segmentation using skin color labels promising input image areas that may contain faces. The usage of Haar-like features allows fast rejection of the majority of background. Then, the ensemble of retinally connected neural networks performs the final classification of the rest image windows using improved face search strategy across scale and position. The proposed search strategy applies inverse image scale pyramid, adaptive scanning step and window acceptance to decrease the number of windows which should be processed by the classifier.

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Paper citation in several formats:
Kurylyak, Y.; Paliy, I.; Sachenko, A.; Madani, K. and Chohra, A. (2007). Improved Neural Network-based Face Detection Method using Color Images. In Proceedings of the 3rd International Workshop on Artificial Neural Networks and Intelligent Information Processing (ICINCO 2007) - ANNIIP; ISBN 978-972-8865-86-3, SciTePress, pages 107-114. DOI: 10.5220/0001637101070114

@conference{anniip07,
author={Yuriy Kurylyak. and Ihor Paliy. and Anatoly Sachenko. and Kurosh Madani. and Amine Chohra.},
title={Improved Neural Network-based Face Detection Method using Color Images},
booktitle={Proceedings of the 3rd International Workshop on Artificial Neural Networks and Intelligent Information Processing (ICINCO 2007) - ANNIIP},
year={2007},
pages={107-114},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0001637101070114},
isbn={978-972-8865-86-3},
}

TY - CONF

JO - Proceedings of the 3rd International Workshop on Artificial Neural Networks and Intelligent Information Processing (ICINCO 2007) - ANNIIP
TI - Improved Neural Network-based Face Detection Method using Color Images
SN - 978-972-8865-86-3
AU - Kurylyak, Y.
AU - Paliy, I.
AU - Sachenko, A.
AU - Madani, K.
AU - Chohra, A.
PY - 2007
SP - 107
EP - 114
DO - 10.5220/0001637101070114
PB - SciTePress

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