The amount deducted and withheld under this article during any calendar year from the wages of any individual shall be allowed to the recipient of the income as a credit against the tax imposed by this chapter for the taxable year beginning in such calendar year. If more than one taxable year begins in a calendar year, such amount shall be allowed as a credit against the tax for the last taxable year so beginning. As a prerequisite to obtaining such credit the individual taxpayer must file with his income tax return one copy of the withholding statement provided for by § 58.1-478.