How to remove the Header and Footer added by the browser for HTML Print

There is no way to remove the header and footer added  by the browser through javascript code.  The user has the option to change the page setup before making the print out.  The below site nicely explains how to change the page setup for 1E,FireFox and Opera.
http://www.mintprintables.com/print-tips/header-footer-windows/

But it is not telling about the Chrome.

The new version of Chrome (20.0.1132.47) has an option to remove the header and footer. See the below image.