We learn to perceive objects that appear to move with us as being at greater distances due to a phenomenon known as

The answer to this question is motion parallax 
Motion parallax is an event when view objects that are closer to us as moving faster than those that's located further than us.
This event is cause by relative velocities of objects moving across the retinae gives larger visual effects in close range distance rather than long ranged

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