With that photo on your passport, you'll go far, far away ... LOL!
Sure, you can use it. It's been around for several years. I can't remember the name of the web site where I found it, strangepics.com or something similar that's no longer online.
I hafta go with your intuition. I'd instantly be spotted in too many of the regular hangouts...