Yes, if they lived with you all year. But don't expect much. A cousin is not closely enough related to be a "Qualifying Child" for the Earned Income Credit (EIC) or Child Tax credit.
All you will be able to claim is the $4050 exemption, for each dependent. The exemption is just a deduction from income before tax is calculated and is not a refund.