I tried that just now and they still wont come off. I can remove my pet's dress and hat though .
Sometimes it's a hard to remove hair, accessories and jewelry from our pets. Try adjusting your graphics setting to 'high'. To do that, click the 'options' icon on the upper right corner of the game screen...and select the 'sound/graphics' option.