Most of the pictures are photoshopped... 99,9% of celebrity photos are retouched. Slimmer legs, larger breasts, skinnier waist etc... So it's not really any good idea to compare professionally pictures, but rather her amateur pictures from Deji Deji etc.
Just look at the Secret cover... If she really looked like this, she'd be dead.