You hit the nail on the head. When I walk a "familiar" route that I've driven for years, I see houses that I never saw before. Driving, I'm busy watching out for tail lights, bumpers, and fenders. Walking, I have time to observe.
Same applies when switching from a motor boat into a paddle craft. "Where'd THAT tree come from?"