Complex sentence: Remembered imaginary: "pictures" in the mind's eye that are mostly based on what an individual has already experienced, and has a clear image of that they can recall at will.
Split into simpler sentences: Remembered imaginary: "pictures" in the mind's eye that are mostly based on what an individual has already experienced. These individuals have a clear image of those "experienced" things, which they can recall at will.