What type of computer do you have? What type of DVD is it and does it do the same thing with others? I was thinking if the DVD has audio on it, it might be auto playing the audio only. Do you get a window asking what to do when the DVD is inserted?
Try holding down the shift key to see if anything changes.
Go to Control Panel, Autoplay and look through those settings.