Once I know someone well enough, I can usually recognize them (I recognize family and close friends). But it's slower than for most people, & works poorly in crowds.

Also? The fact that you say it requires _really_ knowing someone to recognize them would say to me that you are somewhat face blind.

There are, as with all (?) neurologic things, degrees of variation.