The argument for no income taxes (not that I agree with it) is that the poor pay taxes in other ways that eat up chunks of their meager incomes, such as disproportionate amount of "sin" taxes on alcohol and tobacco, the bad math tax (a.k.a. lotto), gas tax, sales taxes, etc.
Buy something for a dollar and put it in a food drop.