Apple TV not showing up in airplay.

OK so here is my problem. I am at my fathers house. I want to show a video on his tv using his apple tv. But under the airplay icon his apple tv doesn't show up. I can see his apple tv in iTunes and play music or a movie using it on his tv but I cannot see it using airplay to mirror my desktop. Any ideas on how to get it to work?