Claiming parents as dependents on taxes

Can I claim my parents if they are married; my dad gets VA disability, a small pension of 427/mo that he doesn't pay taxes on (I believe he already paid taxes when he paid into it when he was working), and they both get SSI? I pay for all the bills in the house and the living arrangements. They do not make enough to file federal or state taxes by the way.