Sweet ferns – easily mistaken for ferns because of their appearance Japanese fern trees – small trees with fern-like leaves Astilbes – shrubs with fern-like leaves and pink flowers Fern pine columnar trees – an evergreen tree with fern-like leaves Fern leaf begonias – fern-like foliage on bright red stems