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
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
Journal title :
Australian Journal of Basic and Applied Sciences