Removing images from rotating header

Hi,

How do you remove images from the rotating header? I understand how to replace images, but I haven’t been able to delete them. I’ve gone to the dashboard and edited an image that was uploaded, but there is no delete button there. Is it possible to have the header rotate through four images instead of the default six?

Thanks.