Missing photos in iMovie export - black screen

When watching the exported version of my iMovie, a few pictures show up as a black screen instead of the photo they are supposed to be. When I checked in iMovie, they show, no problem, and there are no error messages or anything. How do I get them to properly export to the final movie?