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...
| Main Authors: | , |
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| Format: | Article |
| Language: | English |
| Published: |
Universitas Gadjah Mada
2007-06-01
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| Series: | IJCCS (Indonesian Journal of Computing and Cybernetics Systems) |
| Online Access: | https://jurnal.ugm.ac.id/ijccs/article/view/2274 |
| 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 |
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| ISSN: | 1978-1520 2460-7258 |