Sorry, your understanding is incorrect. The income stacks, and the total income (including capital gains) determines the capital gains rate.
For example, suppose your income not including capital gains is $80,000. The first $9,250 of capital gains is taxed at zero %, but the rest (which brings your income over $89,250) is taxed at 15%.
