Economic Stimulus Enhancement and Tax Relief Permanency Act of 2009 - Makes permanent: (1) the Economic Growwth and Tax Relief Reconciliation Act of 2001; and (2) the reductions in dividend and capital gains income tax rates enacted by the Jobs and Growth Tax Relief Reconciliation Act of 2003.