Controllable face privacy

We present how to controllably protect face privacy by synthesis. The synthesized face in our system can protect identity privacy, and also allow other computer vision analyses, such as gender detection, to proceed unimpeded. This is therefore useful for reaping the benefits of surveillance cameras while preventing privacy abuse. Extensive experiments show that our synthesis method is effective.