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Distinguish person face algorithm

Hi
How can I distinguish person face?
I am now creating the face database, but my program gets all the faces without classification on them.
They are mixed up. How can I group same person faces in the same directory without human effort?
I have tried norm between images, but threshold are varieties too much. It depends on many factors like posing,
illumination.
Best regards
Sarit