Some crossings have gates which make this much less likely, others do not and rely on flashing lights and the train horn to warn people of an approaching train.

And persons not out to end their lives occasionally do, crossing a train track where the view is obstructed in one direction or another. Cars try to make it across the track a few seconds too late.