Is there a way to turn off the Discover and AMEX icons at checkout?

I just learned today that my client does not offer Discover Card as a payment option. And I don't think AMEX either. Is there a way to turn off those icons at checkout and only display the Visa and MC icons next to the credit card input box? I've been looking for a setting inside Store Settings and have not noticed anything like that. Thanks.