Can you take out embroidery?

I have a bag that has "OWLS CHEERLEADER" embroidered on it. But i moved to a new town and we're the cardinals. Also i ditched cheer and went back to volleyball and soccer. But i really love this bag. Can i remove the embroidered words from the bag? Is it possible? Can i do it at home? How can i do it?