Are you installing single-screw type hardware or double-screw type? Either way, you need to find the one center spot per drawer. With cabinet doors, obviously you won't be centering the hardware in the middle of the door. A lower corner is a more likely candidate.
Note: See also our helpful advice on installing cabinet hardware.