Do I need to have a low income to purchase a HUD foreclosure home?

No. While many HUD foreclosure homes can be purchased at below-market prices, these properties are available to anyone who can afford them. Owner-occupant bidders get the first opportunity to purchase HUD foreclosure homes. If no owner-occupant bid is accepted, the auction is opened up to investors.

See: How to Qualify to Purchase HUD Repos