dreaming is still seeing images formed on the eye, all vision is, so if the problem with the blind person's vision is on their retina, or with the opsion that chemically creates the signals to send dreams, etc etc, then no, they would not.
However, I believe they would still dream, but their dreams would involve more of a touch, smeall, and sound sensations. Same as we think we hear in our dreams, and smell and feel, they would to, but to a greater extent, since they use thoses sense more.
JMO, I do not know any blind people to ask, and have no idea even if they dreamed in colors or images if they would even know what that is. But I agree it would be hard to dream about horsebackriding or my GF/BF when I have never seen them myself. So if they did it would seem to me not to be concrete images since they have never seen them.