Human Face Recognition Using Wavelet Network

Human Face Recognition Using Wavelet Network

              This paper presents a study of wavelet self-organizing maps (WSOM) for face recognition. The WSOM is a feed forward network that estimates optimized wavelet based for the discrete wavelet transform (DWT) on the basis of the distribution of the input data, where wavelet basis transfor...

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Bibliographic Details
Main Author: Dr. Tarik Zeyad
Format: Article
Language:English
Published: Al-Khwarizmi College of Engineering – University of Baghdad 2017-12-01
Series:Al-Khawarizmi Engineering Journal
Subjects:
Keywords: Discrete Wavelet transform, WSOM, back propagation.
Online Access:http://alkej.uobaghdad.edu.iq/index.php/alkej/article/view/9
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spelling doaj-9baa5d274c3e477dbcef7161b04149be2020-11-25T01:48:28Zeng Al-Khwarizmi College of Engineering – University of BaghdadAl-Khawarizmi Engineering Journal1818-11712312-07892017-12-0112Human Face Recognition Using Wavelet NetworkDr. Tarik Zeyad0Electrical Engineering Department/ College of Engineering/ University of Baghdad              This paper presents a study of wavelet self-organizing maps (WSOM) for face recognition. The WSOM is a feed forward network that estimates optimized wavelet based for the discrete wavelet transform (DWT) on the basis of the distribution of the input data, where wavelet basis transforms are used as activation function.     http://alkej.uobaghdad.edu.iq/index.php/alkej/article/view/9Keywords: Discrete Wavelet transform, WSOM, back propagation.
collection DOAJ
language English
format Article
sources DOAJ
author Dr. Tarik Zeyad
spellingShingle Dr. Tarik Zeyad
Human Face Recognition Using Wavelet Network
Al-Khawarizmi Engineering Journal
Keywords: Discrete Wavelet transform, WSOM, back propagation.
author_facet Dr. Tarik Zeyad
author_sort Dr. Tarik Zeyad
title Human Face Recognition Using Wavelet Network
title_short Human Face Recognition Using Wavelet Network
title_full Human Face Recognition Using Wavelet Network
title_fullStr Human Face Recognition Using Wavelet Network
title_full_unstemmed Human Face Recognition Using Wavelet Network
title_sort human face recognition using wavelet network
publisher Al-Khwarizmi College of Engineering – University of Baghdad
series Al-Khawarizmi Engineering Journal
issn 1818-1171
2312-0789
publishDate 2017-12-01
description               This paper presents a study of wavelet self-organizing maps (WSOM) for face recognition. The WSOM is a feed forward network that estimates optimized wavelet based for the discrete wavelet transform (DWT) on the basis of the distribution of the input data, where wavelet basis transforms are used as activation function.    
topic Keywords: Discrete Wavelet transform, WSOM, back propagation.
url http://alkej.uobaghdad.edu.iq/index.php/alkej/article/view/9
work_keys_str_mv AT drtarikzeyad humanfacerecognitionusingwaveletnetwork
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