Captain Marvel most likely has something to do with them returning as Fury was paging her at the end of the last Avengers movie.
BTW - I saw that movie with friends with only having see a few of the other Marvel movies in Random order. I asked a lot of questions and then went back and watched most of the ones that I'd missed.