Our memories are notoriously unreliable, and subject to outside influence. I want to see how this would hold up in controlled experiments. Simple experiment: have a person briefly appear in a room full of students. Run each student through this process. Quantify how close the produced images were to the person's actual face.<p>If the faces are more fleshed out but not accurate, then that's just as bad as having a generic likeness.<p>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, <a href="http://portal.acm.org/citation.cfm?id=1389095.1389384" rel="nofollow">http://portal.acm.org/citation.cfm?id=1389095.1389384</a>), 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.