Can a stereo head be installed under the seat/has anyone done this?

I just installed mine in the trunk using a setero mounting box from amazon (I think it was $15). I only listen to songs from my ipod so I wasn't too worried about the antena or needing to change channels, volume, and stuff. I tried the glove box first, but it wouldn't fit. I considered under the seat as well...