These flowers are called Yarrow (Achillea millefolium). They are indeed perennial and will return year after year as long as they are planted in a full-sun location with soil that drains well. There are several cultivated varieties that come in different colors. NC State Extension has a nice profile page about growing Yarrow and shows photos of some of the different varieties available.