Title of article
A FPGA Implementation of Neural/Wavelet Face Detection System
Author/Authors
Hossein Sahoolizadeh، نويسنده , , Ahmad Keshavarz، نويسنده ,
Issue Information
روزنامه با شماره پیاپی سال 2010
Pages
10
From page
379
To page
388
Abstract
In this paper the FPGA implementation of composition of an Artificial Neural Network (ANN) architecture and Wavelet transforms for a face detection system is considered. A novel technique is proposed to design the face detection system. First, Wavelet Transforms are applied in the input image in order to extract particular features that are detected by a locally connected Multilayer Perceptron network.. We then propose an FPGA implementation which entails very low logic and memory costs and achieves extremely high processing rates at low clock speeds
Keywords
face detection system , DWT , neural network , FPGA , MLP
Journal title
Australian Journal of Basic and Applied Sciences
Serial Year
2010
Journal title
Australian Journal of Basic and Applied Sciences
Record number
675644
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