Face Detection Using Backpropagation Neural Networks

Face Detection Using Backpropagation Neural Networks

Abstract This paper summarizes a research effort in human face detection. A system to locate human faces in images, especially when used as a front-end for a human face identification system, could have many applications in the law enforcement and security professions. The approach presented here i...

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Main Authors: Anifuddin Azis, Muhamad Haikal
Format: Article
Language:English
Published: Universitas Gadjah Mada 2007-06-01
Series:IJCCS (Indonesian Journal of Computing and Cybernetics Systems)
Online Access:https://jurnal.ugm.ac.id/ijccs/article/view/2274
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spelling doaj-aa08652340d74079b614d8a263ec374d2020-11-24T23:58:51ZengUniversitas Gadjah MadaIJCCS (Indonesian Journal of Computing and Cybernetics Systems)1978-15202460-72582007-06-011210.22146/ijccs.22742087Face Detection Using Backpropagation Neural NetworksAnifuddin AzisMuhamad HaikalAbstract This paper summarizes a research effort in human face detection. A system to locate human faces in images, especially when used as a front-end for a human face identification system, could have many applications in the law enforcement and security professions. The approach presented here is a hybrid system using an edge deletion preprocessor and back-propagation neural networks. The method proposed successfully detected multiple faces. The results obtained are reported along with a discussion for improving the system. Keywords: Backpropagation neural networks, Edge Detectionhttps://jurnal.ugm.ac.id/ijccs/article/view/2274
collection DOAJ
language English
format Article
sources DOAJ
author Anifuddin Azis
Muhamad Haikal
spellingShingle Anifuddin Azis
Muhamad Haikal
Face Detection Using Backpropagation Neural Networks
IJCCS (Indonesian Journal of Computing and Cybernetics Systems)
author_facet Anifuddin Azis
Muhamad Haikal
author_sort Anifuddin Azis
title Face Detection Using Backpropagation Neural Networks
title_short Face Detection Using Backpropagation Neural Networks
title_full Face Detection Using Backpropagation Neural Networks
title_fullStr Face Detection Using Backpropagation Neural Networks
title_full_unstemmed Face Detection Using Backpropagation Neural Networks
title_sort face detection using backpropagation neural networks
publisher Universitas Gadjah Mada
series IJCCS (Indonesian Journal of Computing and Cybernetics Systems)
issn 1978-1520
2460-7258
publishDate 2007-06-01
description Abstract This paper summarizes a research effort in human face detection. A system to locate human faces in images, especially when used as a front-end for a human face identification system, could have many applications in the law enforcement and security professions. The approach presented here is a hybrid system using an edge deletion preprocessor and back-propagation neural networks. The method proposed successfully detected multiple faces. The results obtained are reported along with a discussion for improving the system. Keywords: Backpropagation neural networks, Edge Detection
url https://jurnal.ugm.ac.id/ijccs/article/view/2274
work_keys_str_mv AT anifuddinazis facedetectionusingbackpropagationneuralnetworks
AT muhamadhaikal facedetectionusingbackpropagationneuralnetworks
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