Credit Card Consolidation?

Two of my credit cards are Visa. One has nearly reached its credit limit while the other is only about 50% "full" but has a significantly higher credit limit than the first Visa. The first is Capital One while the other is Bank of America. What I'm trying to do is consolidate my first credit card so my second one pays it off so I can then cancel the first. How do I go about doing this?