There may be a few reasons why the video signal isn't coming through. Take a look at this article:
This may very well be something as simple as the cable box being powered off. Once you see the black screen, try pulling up your remote, and hitting the "power" button. If the cable box was powered off, or it fell asleep, this should power the cable box on, and give you video.
Hope this helps!