Tuesday, February 21, 2006

Neurofuzzy Face Recognition

Now the deal is to make a classifier that implements Fuzzy Logic, FL, and Artificial Neural Networks, ANN.
First, I'll be performing a state of the art of the best classifier for Face Recognition, FR
Second, I'll be performing a state of the art of the most widely used classifier for FR
Third, I'll be developing a FL classifier for FR
Fourth, I'll be developing an ANN classifier for FR
Fifth, I'll be developing a Neurofuzzy (FL-ANN) classifier for FR

Sounds very hard. Actually I'm reviewing more than 80 papers on this regarding.
Results will be expected soon.

Review of all Face Recognition Methods

Gabor-KLT for Face Recognition

These are the gabor filters used

These are the results for Gabor-KLT

DDWT-KLT for Face Recognition

This is the Daubechies Discrete Wavelete Transform - Karhunen-Loeve Transform method for face recognition.
This is the result of apply a DDWT to a face image


These are the scaling functions and the horizontal, vertical, and diagonal detail functions.



These are the results obtained

Hough-KLT Face Recognition

This is the Hough-KLT method. And its results.