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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Bibliographic Details
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
Description
Summary: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
ISSN:1978-1520
2460-7258