Issue migrating article image from wordpress

I currently have around 400 posts that I have migrated from my wordpress site. However it did not seem to grab any of the main article images for the posts. It was able to pull images that were added to the articles main body and also any embedded media players but no main image. Is there any way to fix this issue as we need these images and would like to use the built in migrator.

Thanks
Matt