The parade route for Disney Festival of Fantasy Parade starts in Frontierland. If it begins at noon, that means it will be in Frontierland at noon. It takes a while for it to wind through the Magic Kingdom, so it will arrive 15-20 minutes later on Main Street, U.S.A.
Here are Parts One, Two, Four, and Five of this series.