Mohammed Saaidia, Narima Zermi and Messaoud Ramdani (2014) Facial Expression Recognition Using Neural Network Trained with Zernike Moments. Fourth International Conference on Artificial Intelligence and Applications in Engineering and Technology (ICAIET2014) , Kota Kinabalu, Sabah (Malaysia)
Scientific Publications
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Abstract
Neural network classifying method is used in this
work to perform facial expression recognition. The processed
expressions were the six most pertinent facial expressions and
the neutral one. This operation was implemented in three
steps. First, a neural network, trained using Zernike moments,
was applied to the set of the well known Yale and JAFFE
database images to perform face detection. In the second
step, detected faces are processed to perform the
characterization phase through computed vectors of Zernike
moments. At last step, a back propagation neural network was
trained to distinguish between the seven emotion’s states of a
presented face. Finally, method performances were evaluated
on the well known JAFEE and YALE database.
work to perform facial expression recognition. The processed
expressions were the six most pertinent facial expressions and
the neutral one. This operation was implemented in three
steps. First, a neural network, trained using Zernike moments,
was applied to the set of the well known Yale and JAFFE
database images to perform face detection. In the second
step, detected faces are processed to perform the
characterization phase through computed vectors of Zernike
moments. At last step, a back propagation neural network was
trained to distinguish between the seven emotion’s states of a
presented face. Finally, method performances were evaluated
on the well known JAFEE and YALE database.
Information
| Item Type | Conference |
|---|---|
| Divisions |
» Laboratory of Electrical Engineering,Electronic and Renewable Energy » Faculty of Science and Technology |
| ePrint ID | 99 |
| Date Deposited | 2014-10-30 |
| Further Information | Google Scholar |
| URI | https://univ-soukahras.dz/en/publication/article/99 |
BibTex
@inproceedings{uniusa99,
title={Facial Expression Recognition Using Neural Network Trained with Zernike Moments},
author={Mohammed Saaidia, Narima Zermi and Messaoud Ramdani},
year={2014},
booktitle={Fourth International Conference on Artificial Intelligence and Applications in Engineering and Technology (ICAIET2014)}
}
title={Facial Expression Recognition Using Neural Network Trained with Zernike Moments},
author={Mohammed Saaidia, Narima Zermi and Messaoud Ramdani},
year={2014},
booktitle={Fourth International Conference on Artificial Intelligence and Applications in Engineering and Technology (ICAIET2014)}
}