Drivers tend to not "see" a motorcycle. As with bicycles, they look through the two-wheeled object. It isn't important to them (not a threat). But drivers usually "see" a police motorcycle. It is important to them.

On my bicycle, I find that I sometimes don't "see" other cyclists, but I "see" all cars. Same reason. The cars are more important to me.