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2016 | OriginalPaper | Chapter

Eye Detection Based on Neural Networks, and Skin Color

Authors : Samir El Kaddouhi, Abderrahim Saaidi, Mustapha Abarkan

Published in: Proceedings of the Mediterranean Conference on Information & Communication Technologies 2015

Publisher: Springer International Publishing

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Abstract

This paper proposes an eye detection method based on neural networks, skin color and eye template. First a multilayer perceptron neural network (MLP) using the retro propagation function with Gabor filter feature is used to detect faces in images. Next a method based on skin color and eyes template used to locate the eyes in detected faces. The results obtained are satisfactory in terms of quality and speed of detection.

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previous chapter Enhanced Color Image Method for Watermarking in RGB Space Using LSB Substitution
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Metadata
Title
Eye Detection Based on Neural Networks, and Skin Color
Authors
Samir El Kaddouhi
Abderrahim Saaidi
Mustapha Abarkan
Copyright Year
2016
Book
Proceedings of the Mediterranean Conference on Information & Communication Technologies 2015

Print ISBN: 978-3-319-30299-7

Electronic ISBN: 978-3-319-30301-7

Copyright Year: 2016

DOI
https://doi.org/10.1007/978-3-319-30301-7_18