Hello Del, and welcome to Seven Forums.
As you now know, a factory restore formats the HDD and reinstall Windows 7 to how it was out of the box. Unless you backed them up to another drive or partition, or you had an option to create a backup while doing the factory restore and did it, your favorites are gone for good.
Sorry for your loss.