We have used the "Self-Lock Mushroom-Head Super-Adhesive-Backed Strips" from McMaster for a number of years and it works wonders.
A little dab will do ya!
If you want to get the adhesive off, you can use the standard version.
The catalog page is 3163. Go to McMaster.com and type "3163" in the search field.
One nice thing about the self lock feature is that you only have to stock one item -- it sticks to itself so you don't have to stock both hooks and loops.
Check it out.
Joe J.
McMaster.com