Sometimes it works by just putting the favicon.ico in the root directory of the website.
No need to reference it in the code as a lot of the web browsers look for it automatically.
Alternatively, this is the code from mine:-
<LINK REL="SHORTCUT ICON" HREF="click here">
Giving it a definitive reference address may solve the problem.