Yes, it is very possible that the double vision may be caused by corneal abrasion. Cornea is usually regarded as the clear and protective window of the heart of human beings at the front of the eye of human beings, as well as where the most common type of injuries that the eyes would get. It can be very painful if people get corneal abrasions such as when getting your cornea scratched, feeling like you have sands in the eyes, along with the symptoms such as tears, blurred vision, increased sensitivity or redness around the eye, and sometimes you even can get headache. Notice that do not try to remove an object, nor do you rub your eye after an injury, or touch your eyeball.