The inventors have appreciated that much of the apparent variability in human faces can be accounted for often by identifying the basic characteristics of an individual such as age, sex and ethnicity etc. [0030] Furthermore, the inventors have appreciated that certain variations in human faces only exist within sub-groups identified by age, sex and ethnicity etc.