Pigment melanin is what determines eye color. The more connective tissue at the front of the iris called the stroma, the darker the eyes are. Eyes with less connective tissue tend to be of a lighter color.
For many people, their melanin levels will remain the same their entire life, meaning that their eye color stays the same.