Images disappear during full site publish

When we run a full site publish, it takes about an hour to complete. During the process, since the last upgrade, we have noticed all images/assets on the live site appear to be removed during the process, and then are restored at the end. What this means is the site looks broken during that duration of the publish. Is there any way to avoid this?