Associate a pdf document to a image

I have a pdf document that I would like to associate with an image so that when a user clicks on the image it opens a new window displaying the pdf document, is this possible? At the moment I set it up so that the link on the image opens another page with another link (not an image) to the pdf document. As mentioned I would like it to open the pdf in a new window with the previous window in the background.