Credit goes to ComicBookMovie.
Honestly, I'm still not sure how I feel about this look. We can see it deviates a little from the Super-Soldier look, but keeps the general idea. I do hope that he goes back to a more superheroic costume at some point though.
EDIT: Also, just to throw em in, a bunch of cool set-pics with Cap out of costume and Bucky: