Choosing the dimension K
K
NM
i
=
eigenvalues
How many eigenfaces to use?
Look at the decay of the eigenvalues
•the
eigenvalue tells you the amount of variance “in the direction”
of that eigenface
•ignore
eigenfaces with low variance
