Wavelet-Neural Networks Based Face Recognition

Name: Wavelet-Neural Networks Based Face Recognition
Works on: windows

Windows 95 and above

Developer: Luigi Rosa

Version: 1
Last Updated: 19 Apr 2017
Release: 21 Jun 2006
Category: Others > Home and Education

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Wavelet-Neural Networks Based Face Recognition Details

Rating: 2.391304347 out of 5 based on 23 user ratings

Downloads: 186
License: Free

Wavelet-Neural Networks Based Face Recognition is a free software by Luigi Rosa and works on Windows 10, Windows 8.1, Windows 8, Windows 7, Windows XP, Windows 2000, Windows 2003, Windows 2008, Windows 98, Windows ME, Windows NT, Windows 95, Windows Vista, Windows 2012.
You can download Wavelet-Neural Networks Based Face Recognition which is 205.3 KB in size and belongs to the software category Home and Education.
Wavelet-Neural Networks Based Face Recognition was released on 2006-06-21 and last updated on our database on 2017-04-19 and is currently at version 1.

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Wavelet-Neural Networks Based Face Recognition Description

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.

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