Wavelet-Neural Networks Based Face Recognition

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Wavelet-Neural Networks Based Face Recognition System - Matlab source code. Wavelet transforms are used to reduce image information redundancy because only a subset of the transform coefficients are necessary to preserve the most important facial features such as hair outline, eyes and mouth. We demonstrate experimentally that when Wavelet coefficients are fed into a backpropagation neural network for classification, a high recognition rate can be achieved by using a very small proportion of transform coefficients. This makes Wavelet-based face recognition much more accurate than other approaches. Matlab Image Processing Toolbox, Matlab Wavelet Toolbox and Matlab Neural Network Toolbox are required.
License Free
File Size 200.48 kB
Version 1
Operating System Windows 98 Windows 3.x Windows Windows 95 Windows NT Windows XP Windows Me Windows 2000
System Requirements Windows 3.x/95/98/Me/NT/2000/XP/2003 Server, Matlab Wavelet Toolbox, Neural Network Toolboxes
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