Is it illegal to copy and print out someone's personal photo on the internet?

Answer

It depends upon
1. What country you are expecting this situation to occur in, and
2. If within the U.S. certain state or commonwealth laws may be applicable as well.
Taking someones picture is one thing, but publishing it can be entirely different, in many situations.