At least to the best of my knowledge, it's the following biometrics that we can do: fingerprint, digital image of a facial feature, and the last one is the DNA.
Will we be using all three of these? Or are we just limiting ourselves to fingerprinting? With a fingerprint it is easy to cosmetically, or with a good dermatologist, remove the fingerprint.