<%= link_to ((image_tag \'image.png\'), url_for({:controller => \'controller_name\', :action => \'action_name\'}), :class => \'quick\',
I used the following and it works just fine:
<%= link_to image_tag("logo.jpg"), controller: 'welcome' %>