An FHA cash-out refinance loan is a refi of an existing loan backed by the Federal Housing Administration. While FHA cash-out refi loans act just like a conventional refi loan, they must conform to certain loan-to-value and debt-to-income standards per policies and underwriting standards mandated by the FHA.