The troubleshooting guide was a big help. It helped solve a few related issues. It turns out that after zooming out with the wheel on the mouse in 3D, I still couldn't see the point cloud. I then, after your reply, hit the zoom to extents button and the image showed up. It was there all along.
Thanks for your replies as I would have been trying for days to figure this out.