Asparagus is an herbaceous perennial plant in the family Asparagaceae, which is grown for its young shoots, or spears, which are eaten as a vegetable. The asparagus plant is tall with scale-like leaves emerging from the underground stem (rhizome) and has stout stems and feathery foliage.