For that matter, the PBS series Austin City Limits is great. I don't think that there's a lot of it on DVD, but it's worth checking out every week if you're so inclined. I know that their Stevie Ray Vaughan stuff is on DVD, and those were some great performances.

Actually, here's their DVD store, and they have a number of shows for free online.