To reduce the selection choose Select>Modify>Contract from the main menu, I used a setting of 6 pixels to get my desired effect but feel free to play around with the number of pixels. (*note: If you click OK and decide to change your mind, simply press Command-Z (PC: Ctrl-Z) to undo your last step.)