What you're likely seeing as throwing you off is differences because this is an actual human wearing this - PLUS it's essentially an optical illusion. This isn't 3 versions of the same image with just the pattern changed. So yeah, these are actually not perfectly matching up if you overlay them on top of each other. I wouldn't say manipulated per se, just that they're 3 different images so they'll have some differences.
