Hide, Delete, or Destroy the Recycle Bin Icon in Windows 7

Right-click on the desktop, choose Personalize, then choose Desktop Icon settings on the left-hand side.

Then simply remove the check from the box and click OK

Note that you can also configure this from the Desktop Icon Settings in Personalization.