Fergie photoshop and natural.
They used an overexposure to remove the redness and blotchiness from her face. Also, they diminished the prominence of her eyelids, jawline, and any other subtle lines / wrinkles. The goal with photoshop (when celebrities are the entity) is to make the skin look as smooth and even as possible. They definitely accomplished the with Fergie's face.