Hook Up PS2 to Computer Monitor?

I have a PS2 with component cables I would like to try to hook to my computer monitor, but my monitor only has a DVI connection.  Has anyone done this?  I see some component to DVI adapters on sale, would that be all I needed?  

I had one of those adapters before and it didn't work for me.