What is new is the urgent need to scale up this technology to accommodate another three billion people.

"Once we scale up, algorithms must be sensitive to tiny changes in identities and at the same time invariant to lighting, pose, age," Kemelmacher-Shlizerman said.

For example, if a machine supported 100 users before a scale up, then, after a scale up exercise, it might increase to 125 users.