Padding and margins around image links are clickable. How do I set only the image as the link?

I believe the best way to solve this problem would be to contain each image in a div that is sized appropriately.  Put the margins and padding on the div.  Put the links on the images.  The divs will need to be floated to get them on the same horizontal line.