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All Journal IJCCS (Indonesian Journal of Computing and Cybernetics Systems)
Anifuddin Azis
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Computer Science & IT Control & Systems Engineering

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Face Detection Using Backpropagation Neural Networks Anifuddin Azis; Muhamad Haikal
IJCCS (Indonesian Journal of Computing and Cybernetics Systems) Vol 1, No 2 (2007): July
Publisher : IndoCEISS in colaboration with Universitas Gadjah Mada, Indonesia.

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.22146/ijccs.2274

Abstract

AbstractThis 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
Co-Authors Muhamad Haikal