Be sure that the URL ends in .jpg, or else it's a website. To get a picture from a website, right click on it and select "View Image", and then get the URL.
You need a direct link to a picture. Not a website with a picture on it. You know you have a direct link when you go to the page and all there is is empty white space and a picture at the top left corner.