To remove Recycle Bin from the desktop:

Run REGEDIT.
Find NAMESPACE key in left pane (HKEY_Local_Macine \ Software \ Microsoft \ Windows \ Current Version \ Explorer \ Desktop \ Namespace)
Expand NAMESPACE (click '+' box)
Delete the value RECYCLE BIN in right pane