• 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