Yes, you can. To ever see the credit card number you'd have to be trying. But I don't see a way to implement stripe in such a way that the credit card entry happens on a separate page on stripe's site where the customer can look at the padlock in their browser's location bar to know that only stripe has access to the entered information.
This can be done with the new version of Stripe Checkout - it’s essentially a hosted payment page.