Which way is the bike going?

Is it possible to deduce the direction of motion of a bicycle just by looking at the shape of the tracks it leaves? If the bicycle is moving in a perfectly straight line, so that the back wheel moves directly over the track left by the front wheel, then the answer is “no”, unless there is an asymmetry in the tread pattern and one knows which way the tyr…