As an image is being shown, an overlay with animated effects will float in and cover the image. This overlay will contain your short message and a button, or your link(s).
That is a sure attention-grabber.
If your images are not visible initially, the overlays won't display. When the user scrolls down the page and your images come into view, the overlays will then come in.