Fan art for Live TV recordings

I have setup a Mythtv Backend with XBMC running as the fronted on a Ubuntu. Everything is working perfectly. I was able to scrape fanart for movies that I have copied from DVDs.
I was wondering if it is possible to get fanart for shows that I record using Mythtv. If I go to Live TV / Recordings, there are neat folders in XBMC that seperate all my recordings. However, if I scroll to enter my Big Bang Theory folder to see my recordings there is no fanart. Is it possible to get fan art and have XBMC display it for recordings made with mythtv? If so how?

Thanks!