Well, it's not quite that easy. Check out this tutorial at Worth. That's the method I used with this. But there are many different methods to do a colorization. Here's another and yet one more.
That first tutorial might be more difficult to follow. It's more of a general overview of what you should do, and not an exact step-by-step. The other tuts are more lengthy but give ya slightly more precise instructions.