The easiest method of face recognition with decent results is PCA
(also called "Eigenfaces"). If you are familiar with OpenCV, there is
a good tutorial on face recognition using PCA in OpenCV.
Theory of PCA:
http://www.cognotics.com/opencv/servo_2007_series/part_4/index.html
Implementation of PCA:
http://www.cognotics.com/opencv/servo_2007_series/part_5/index.html
Cheers,
Shervin Emami.
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