How Do You Create Eigenfaces for Face Recognition Projects?

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Hi friends I am planning to do project on face recognition, Here is my idea.

1) First collect database of faces of say 10 persons, each person with 5 different poses in controlled manner.

2) Then i need to create eigen faces of these

3)Give an input image and project this on to eigen faces.

Can anyone help me how to create eigen faces and how to recognize the input image as a persons face in database. I am unable to proceed with the above partial idea.pleasez give me any ideas ,links etc.

Thanks