There was a fictional version of this in the Artemis Fowl books. My old camcorder picked up a lot of IR outside of visible range, but I think newer sensors are much less susceptible to this.
Depends what your threat model is, but this will literally turn you into a glowing signal that says "hey, look at me!" Your face might be protected but anyone manually reviewing security footage will be paying way more attention.