Just to make sure: Is this a "new-ish" tank going through the ugly phase? If so, you will probably just need to wait as a green hair algae phase is normal.
If the tank is well established, manual removal (toothbrush should be fine), algae grazers, and overall nutrient reduction is probably the way to go.