No. I've often discussed this with friends. I seem to be completely "mind-blind", i.e., I don't see mental pictures. If I concentrate, I can cause something to appear in my mind that I know is supposed to be a visual impression of, e.g., a dog, for the briefest possible instant, but I can't just look at it.
Even things that are highly visual, like Chinese characters that I can write from memory, I don't copy them from mental pictures.
On the other hand, when I listen to music, I easily pick apart all the different elements and know their textures, kind of like flying and knowing what the terrain is via radar. It's still not visual, it's just knowing.