Program Uses Interactive Genetic Algorithm to Help Witnesses Remember Criminals
sciencedaily.com
sciencedaily.com
If the faces are more fleshed out but not accurate, then that's just as bad as having a generic likeness.
There's an academic paper on the work (George et al., EFIT-V: Interactive Evolutionary Strategy for the Construction of Photo-Realistic Facial Composites, Genetic And Evolutionary Computation Conference 2009, http://portal.acm.org/citation.cfm?id=1389095.1389384), but it only mentions using the software as a trial with police departments. There's too many variables there to give me confidence in the results.
Each time you show a person a face, you're adding new memory trace that will conflict with the real one. This will reduce the confidence in a later recognition task. You're also re-activating the real trace, allowing it to be disrupted. This would increase the false-positive rate in a line-up.
It would also be useful as a way to create and share an online avatar likeness.