Yep. A bench mounted belt sander is the best and easiest. Put several layers of masking tape on the stock and sand off the excess pad. A rotary tool will do, but it'll take longer. Grinding, generally, is too coarse and you'll still have to finish it by sanding. Don't forget the eye protection.