Exporting featured images

We are exporting a wp site to a subsite of a multisite installation. The posts were exported using the standard tool, and were then imported including teir embedded images.

Te only problem is that we were hevily using featured images as part of the theme and we need to import those as well.

What can be done to make that happen? The site will look completely broken without each post's featured image.