I\'m working on a website that has a bunch of articles.
I\'m looking to find a way to add an image that is invisible without putting it inside a hidden div.<
You can use JSON-LD instead of microdata.
That way you add everything you want in JSON data that is not displayed in the page, but recognized by most search engines.
Here is an example taken from http://schema.org/CreativeWork: