Zobrazeno 1 - 10
of 10
pro vyhledávání: '"Hayet Boughrara"'
Publikováno v:
IET Computer Vision, Vol 8, Iss 6, Pp 729-739 (2014)
This study presents a modified constructive training algorithm for multilayer perceptron (MLP) which is applied to face recognition problem. An incremental training procedure has been employed where the training patterns are learned incrementally. Th
Externí odkaz:
https://doaj.org/article/9103081ea6234e8da61736ea7c8c842d
Publikováno v:
IET Computer Vision
IET Computer Vision, IET, 2014, 6, 8, pp.729-739. ⟨10.1049/iet-cvi.2013.0294⟩
IET Computer Vision, IET, 2014, 6, 8, pp.729-739. ⟨10.1049/iet-cvi.2013.0294⟩
International audience; This study presents a modified constructive training algorithm for multilayer perceptron (MLP) which is applied to face recognition problem. An incremental training procedure has been employed where the training patterns are l
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::2f8b98714b1cdefe4cb3f307e4f3c1aa
https://doi.org/10.1049/iet-cvi.2013.0294
https://doi.org/10.1049/iet-cvi.2013.0294
Publikováno v:
Multimedia Tools and Applications
Multimedia Tools and Applications, Springer Verlag, 2014, pp.1-23. ⟨10.1007/s11042-014-2322-6⟩
Multimedia Tools and Applications, Springer Verlag, 2014, pp.1-23. ⟨10.1007/s11042-014-2322-6⟩
International audience; This paper presents a constructive training algorithm for Multi Layer Perceptron (MLP) applied to facial expression recognition applications. The developed algorithm is composed by a single hidden-layer using a given number of
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::8302cd4336fdcf59f7956a387fbc4a18
https://doi.org/10.1007/s11042-014-2322-6
https://doi.org/10.1007/s11042-014-2322-6
Publikováno v:
International Journal of Intelligent Systems Technologies and Applications. 16:53
This paper presents a constructive training algorithm applied to face recognition and facial expression recognition. The multi layer perceptron MLP neural network is formed by a single hidden layer using a predefined number of neurons and a small num
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::47272e1cf92933cefa315fd0ba7c027a
https://doi.org/10.1504/ijista.2017.081316
https://doi.org/10.1504/ijista.2017.081316
Publikováno v:
International Journal of Applied Pattern Recognition. 4:128
This paper proposes a system for simultaneous recognition of faces and facial expressions using a constructive training algorithm. A MLP classifier has been developed to recognise at the same time face and facial expression. Feature extraction step i
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::27f9de98f7822bdc4c8c79859b35eed7
https://doi.org/10.1504/ijapr.2017.085310
https://doi.org/10.1504/ijapr.2017.085310
Publikováno v:
International Image Processing, Applications and Systems Conference.
This paper focuses on the study of modified constructive training algorithm for Multi Layer Perceptron “MLP” which is applied to face recognition applications. In general, constructive learning begins with a minimal structure, and increases the n
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::33340d4f6c279e3367b32021e4453ae3
https://doi.org/10.1109/ipas.2014.7043306
https://doi.org/10.1109/ipas.2014.7043306
Publikováno v:
Image Analysis and Processing – ICIAP 2013 ISBN: 9783642411830
ICIAP (2)
ICIAP (2)
Facial expression recognition is to determine the emotional state of the face regardless of its identity. Deriving an effective facial representation from original face images is a vital step for successful facial expression recognition. This paper p
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::af0a5868aa92cbf03294933ec3738e00
https://doi.org/10.1007/978-3-642-41184-7_60
https://doi.org/10.1007/978-3-642-41184-7_60
Publikováno v:
ICMCS
Face recognition is one of the most efficient applications of computer authentication and pattern recognition. Therefore it attracts significant attention of researchers. In the past decades, many feature extraction algorithms have been proposed. In
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::065bbd9d5c1a2045f64a0913f189327b
https://doi.org/10.1109/icmcs.2012.6320263
https://doi.org/10.1109/icmcs.2012.6320263
Publikováno v:
2012 International Conference on Information Technology and e-Services.
Face recognition is becoming a difficult process because of the generally similar shapes of faces and because of the numerous variations between images of the same face. A face recognition system aims at recognizing a face in a manner that is as inde
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::5f847adb54134389fe0096e43b7755fa
https://doi.org/10.1109/icites.2012.6216663
https://doi.org/10.1109/icites.2012.6216663
Autor:
Hayet Boughrara, Mohamed Chtourou
Publikováno v:
2009 6th International Multi-Conference on Systems, Signals and Devices.
This work consists on the evaluation of the performances of three neural classifiers. The Multi-Layer Perceptron (MLP), the Self-Organizing Map (SOM), the Learning Vector Quantization (LV Q) are considered by this study. The example that will be cons
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::8c1ed1f30ac081fad4436d08495d5457
https://doi.org/10.1109/ssd.2009.4956752
https://doi.org/10.1109/ssd.2009.4956752