Looks fixed now. Are you the owner of the site?
After visiting the site it no longer redirects to the image.
You can inspect the network request your browser is making to see what it's setting the referrer to.
Why it uses certain values is a combination of your browser's code and the w3c standards, which you may look at if your browser's one of the reasonable open source ones.