Wavelet-Neural Networks Based Face RecognitionUse transform coefficients in recognizing facial features. | |
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Wavelet-Neural Networks Based Face Recognition Ranking & Summary
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- License:
- Free
- Price:
- Free
- Publisher Name:
- By Luigi Rosa
- Publisher web site:
- http://www.advancedsourcecode.com/
- Operating Systems:
- Windows 95, Windows 98, Windows Me, Windows, Windows XP, Windows NT, Windows 2000, Windows 3.x
- Additional Requirements:
- Windows 3.x/95/98/Me/NT/2000/XP/2003 Server, Matlab Wavelet Toolbox, Neural Network Toolboxes
- File Size:
- 200.48K
- Total Downloads:
- 3967
Wavelet-Neural Networks Based Face Recognition Tags
- facial studio facial facial feature facial image facial expression synthesizer facial expression facial toner regression coefficients calculate kappa coefficients Facial Scrubs Facial Recognition alpha coefficients calculator facial feature detection facial feature recognition facial beauty facial mask facial exercises safety coefficients facial features
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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