You no longer need to guess! This free stability scan and registry cleaner download will give you a complete diagnosis of your Windows registry, identifying errors and conflicts.
1 of three things. Videocard is bad (or overheating), Power Supply isn't providing enough power, or Monitor is going bad.
I'd check (or replace) the Power Supply first, then the videocard, then the Monitor.